[HN Gopher] Crypto Wash Trading
       ___________________________________________________________________
        
       Crypto Wash Trading
        
       Author : paulpauper
       Score  : 530 points
       Date   : 2021-11-19 16:44 UTC (6 hours ago)
        
 (HTM) web link (arxiv.org)
 (TXT) w3m dump (arxiv.org)
        
       | rscnt wrote:
       | anyone else having problems reaching arxiv.org?
        
         | bonestamp2 wrote:
         | It's working for me.
        
       | hendryau wrote:
       | Now look at the volume on the NASDAQ :D
        
       | phillnom wrote:
       | Title should be "70% of unregulated crypto exchanges..."
        
         | capableweb wrote:
         | No, regulated at as well it seems, see
         | https://news.ycombinator.com/item?id=29279380
         | 
         | Edit: sorry, misunderstood parent comment.
        
           | loeg wrote:
           | It's in the summary:
           | 
           | > We quantify the wash trading on each _unregulated exchange_
           | , which averaged over 70% of the reported volume.
        
           | phillnom wrote:
           | That's just the list of exchanges, wherein Coinbase is listed
           | as a regulated exchange. Compare that with the text of the
           | abstract:
           | 
           | > We quantify the wash trading on each _unregulated exchange_
           | , which averaged over 70% of the reported volume.
           | 
           | See how the 70% figure applies strictly to the unregulated
           | exchanges?
        
       | tyrfing wrote:
       | Spoofing, wash trading, etc have always been common in crypto.
       | Market microstructure is much more adversarial than most markets.
       | If you have an automated strategy that uses and assumes orderbook
       | data and execution data accurately represents market conditions,
       | you _will_ lose your money.
       | 
       | Most exchanges will have "liquidity partners" who have better fee
       | structures, possibly even zero fees. Most of these arrangements
       | are not publicly disclosed. It's also commonly possible to open
       | an order and then trade into your order yourself, although I
       | haven't checked in quite a while and controls may be better now.
       | (Doubt it.)
       | 
       | On a macro level, all this is mostly meaningless, and just a
       | reason everyone ignores volume numbers for these exchanges.
       | There's no reason for this net-neutral trading to affect market
       | prices outside a second/minute time scale.
        
       | whoisjohnkid wrote:
       | title is misleading. 70% of unregulated exchanges.
        
       | bobobob420 wrote:
       | Now for the paper on NFT's being used ONLY for money laundering.
       | Then hopefully I won't have to listen to someone talk about how
       | much money other people are making. With NFT you can get any
       | illegal income into the country. Keep your illegal funds outside.
       | Go to your country and make an NFT thats "worth" 1 million
       | dollars. Go out of your country and buy it. Congrats u just made
       | art and washed 1 million. Yes a very simple example but still...
       | No jpegs are not being sold for thousands of dollars for
       | legitimate speculation.
        
         | yokem55 wrote:
         | You could look for the proportion of addresses trading on
         | opensea that haven't been funded from a KYC exchange either
         | directly or within 1 or 2 degrees of separation.
        
       | psychlops wrote:
       | Now do high-frequency trading.
        
       | gitfan86 wrote:
       | With so many 'technical traders' out there on youtube, you could
       | easily know what the rubes are looking for before they buy and
       | then make that happen.
        
       | Vespasian wrote:
       | I'm not surprised at all
       | 
       | Many actors (including core devs) in the Ethereum (and other
       | crypto) ecosphere see front running (known as MEV) and the
       | payment for protection thereof (known as flashbots) as a
       | "feature" so it's no wonder that other "creative trading
       | techniques" run rampant.
       | 
       | It seems like the reason for every financial regulation in
       | traditional banking is rediscovered in the crypto space just much
       | faster.
        
         | bsamuels wrote:
         | There's a lot of uninformed takes in this thread, but this
         | really takes the cake. There is literally nobody in the
         | Ethereum space who sees MEV as anything other than rent
         | extraction.
         | 
         | Flashbots' mission is for MEV to disappear. They're doing that
         | by making it a more open process and to prevent MEV extraction
         | from making the chain unusable via high gas fees.
         | 
         | Flashbots RPC exists as a feature because private txPools/RPCs
         | are the only way to be absolutely sure your transaction won't
         | have MEV extracted from it. If Flashbots wanted more MEV, they
         | would only allow transactions via Flashbots RPC that cannot be
         | MEV extracted.
         | 
         | By allowing MEV-extractable transactions on Flashbots RPC, they
         | effectively reduce the amount of MEV that is mined.
        
         | [deleted]
        
         | lekevicius wrote:
         | What do you mean by "as a feature"? Devs agree that MEV is a
         | problem (a very hard one), and are trying to solve it.
        
           | diveanon wrote:
           | He doesn't know what he is talking about.
        
       | jokoon wrote:
       | Money is such a poor tool, it's funny when some nerds pretend
       | they're smarter because they use new techs, while they just
       | forgot to implement all the plumbings that makes older concept
       | work just well.
       | 
       | The intersection between tech enthusiasts and libertarians is way
       | too large.
        
       | arberx wrote:
       | We also did extensive analysis on this in 2018/2019 and presented
       | it to the SEC:
       | https://static.bitwiseinvestments.com/Research/Bitwise-Asset...
       | 
       | Good news: it's getting better. Bad news: still very high.
        
         | james305 wrote:
         | This was very interesting analysis. Thank you for sharing. Did
         | you look at Crypto.Com?
        
           | capableweb wrote:
           | If I remember correctly, crypto.com launched late 2019/early
           | 2020 so unlikely it's part of the report.
        
           | arberx wrote:
           | If they had any volume, they must have been included in the
           | analysis. But not enough to point out in the report it seems.
        
       | EGreg wrote:
       | How exactly would someone distinguish wash trading from
       | legitimate trading? Someone could just be generating volume from
       | one account, or legitimately swing trading.
       | 
       | The only way I can see to distinguish it is if there are fees to
       | making too many transactions per week. Like a "free tier" of
       | transactions and then you pay if you want to transact a lot.
       | That's the proper way to charge fees for mainstream payment
       | networks, btw, rather than how they do it now. Anyway, then the
       | problem becomes how do you mitigate sybil attacks.
       | 
       | Wash trading is a bug in the SYSTEM, and it should be the
       | designer's responsibility to prevent it, not the government's.
       | But the SYSTEM designers don't necessarily WANT to fix it,
       | anymore than they want to fix sybil attacks when they're growing
       | (Twitter or YouTube in startup phase being able to detect and
       | deplatform oodles of new active accounts or content, is against
       | their incentives to attract more money by reporting higher
       | numbers, even if they are bots and illegally uploaded content).
       | Same here.
        
       | nabla9 wrote:
       | Unregulated markets have maximum amount of fraudulence. There is
       | no reason to assume anything else.
        
       | DebtDeflation wrote:
       | I'm surprised it's only 70%, are they sure they didn't miss some?
        
       | Trias11 wrote:
       | Reads more like a self-opinionated click bait.
        
       | gillesjacobs wrote:
       | This paper jumps the gun. Detecting wash trading by examining
       | distributions over rounded order prices is a strong and dubious
       | claim for which they provide little evidence. The author's equate
       | wash trading to non-rounded, clustered prices which really just
       | indicates automated trading. Now automated ("bot") trading is a
       | technology needed for exchanges wash trading sure, but not
       | exclusive evidence of it.
       | 
       | Automated trading strategies (e.g., "grid trading") are really
       | popular and there are many third party bot providers that
       | integrate in multiple exchange APIs. Maybe the unregulated class
       | of exchanges here just has more permissive APIs/automation than
       | the regulated ones. Automated trading is still legitimate trading
       | where a party puts their capital on the line.
       | 
       | I agree that the lack of rounding and trade size clusters is a
       | likely approximate indicator of non-human orders. The presence of
       | automated orders does not automatically mean there is fraudulent
       | wash trading by the exchange.
       | 
       | The authors also do not cite previous research or evidence of
       | their methodology working for traditional finance. It all makes
       | for weak evidence of actual wash trading.
        
         | nostrademons wrote:
         | Grid trading bots are all over the place. If you look at the
         | crypto-trading subreddits you'll see plenty of posts about how
         | some guy downloaded a bot and makes $300-500/day off of it.
         | These are the new scr1pt k1dd13s; there are turn-key solutions
         | to automate trading and anyone can use them.
        
         | yrral wrote:
         | It's also very disingenuous for the title to say that 70% of
         | the volume in the top crypto exchanges is wash trading when the
         | 70% category they define are the least popular exchanges (they
         | rank worse than 960 on the finance section of similarweb).
         | 
         | Even more so because the regulated exchange and popular
         | unregulated exchanges have 0 and mostly <20% wash trading
         | respectively.
        
         | mgh2 wrote:
         | If I had vested interest in crypto, of course I will dismiss
         | this paper as bogus
        
         | Closi wrote:
         | Benford's Law is a pretty established method of detecting fraud
         | in forensic accounting.
        
           | gillesjacobs wrote:
           | Benford's law is extremely dubious in the field. [1]
           | 
           | "Abstract. Is Benford's law a good instrument to detect fraud
           | in reports of statistical and scientific data? For a valid
           | test, the probability of 'false positives' and 'false
           | negatives' has to be low. However, it is very doubtful
           | whether the Benford distribution is an appropriate tool to
           | discriminate between manipulated and non-manipulated
           | estimates. Further research should focus more on the validity
           | of the test and test results should be interpreted more
           | carefully."
           | 
           | 1. https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1468-047
           | 5....
        
             | ChrisLomont wrote:
             | That is not representative of "the field". Your paper, from
             | 2010, has 21 papers citing it on the link you provided.
             | None support the paper conclusions. The highest cited one
             | of those, from 2019, ([1] with 172 citations) uses
             | Benford's Law exactly as it's commonly stated and used.
             | 
             | Here [2] is Google Scholar on Benford's Law. Of the 36,000
             | papers it pulled very, very few claim the law is not useful
             | and valid. The vast majority (actually, every one of the
             | first many pages) show how it's useful and demonstrate uses
             | of it. If you want only recent papers, select from the left
             | panel. Same result.
             | 
             | In fact, the first several pages of results contain many
             | papers showing empirical validation of the usefulness of
             | the law.
             | 
             | [1] https://www.degruyter.com/document/doi/10.1111/j.1468-0
             | 475.2...
             | 
             | [2] https://scholar.google.com/scholar?hl=en&as_sdt=0%2C14&
             | q=ben...
        
           | nostrademons wrote:
           | Only if you assume "automated" == "fraud", which is the
           | distinction that grandparent is getting at.
           | 
           | Imagine you have a completely manual market which follows
           | normal statistical distributions, including Benford's Law.
           | Now you introduce one grid-trading bot with a large amount of
           | capital. (A grid trading bot is basically a piece of software
           | that automatically buys when the price falls below a certain
           | level and then automatically sells when it goes above a
           | certain range.) That one bot is going to make up the vast
           | majority of transactions, because it's effectively "clamping"
           | the price within its trading range. When random fluctuations
           | take it below, it buys and sets a floor on the price. When
           | random fluctuations take it above, it sells and sets a
           | ceiling on the price. If you make the range small enough that
           | most ordinary trades would end up occurring with the bot,
           | it's going to take up the vast majority of volume.
           | 
           | There's nothing illegal about grid trading. They work to
           | dampen random price fluctuations in a market. In exchange,
           | they take on the risk that fundamental supply & demand might
           | shift enough that they're left holding the bag, eg. they run
           | out of inventory to sell and then the price jumps sharply
           | higher, or they collect all the inventory and then the price
           | drops.
           | 
           | But because they're non-human and take one side or another of
           | most trades, they are going to account for a disproportionate
           | amount of volume. This isn't fraud, it's that you don't
           | understand the structure of the market.
        
           | ur-whale wrote:
           | > Benford's Law is a pretty established method of detecting
           | fraud in forensic accounting
           | 
           | Benford law never had to deal with exchanges where _any_
           | customer can write a python bot and start trading at sub-
           | second latencies via the exchange API 's.
           | 
           | I'd be very surprised if whatever statistical model they're
           | relying on is in any way a match for what real (as in:
           | legitimate orders from actual customers) trading goes on on
           | crypto exchanges.
        
             | MrMan wrote:
             | Python ... Subsecond latencies
             | 
             | Ok
        
               | ur-whale wrote:
               | >Python ... Subsecond latencies
               | 
               | Lol, fair enough.
               | 
               | But I believe my point stands even if you go to python-
               | level latencies.
        
               | wombatpm wrote:
               | Bitcoin transactions with sub second latency
               | 
               | Double ok
        
               | tommek4077 wrote:
               | You dont trade on the blockchain. We build software that
               | does multi hundred millions orders per day. Millions of
               | trades. But of course, not in python.
        
               | tata71 wrote:
               | In Go, lol
        
           | dustingetz wrote:
           | You don't even need to detect it. Name a single instance in
           | human history where an unregulated and unaccountable industry
           | didn't instantly degenerate into fraud. "2.5T" "dollars"
           | (majority held by early insiders) is an incredible moral
           | hazard
        
             | solveit wrote:
             | "I'm sure there is a lot of fraud" is very different from
             | "This is the type of fraud that is going on and here is the
             | evidence".
        
               | bluecalm wrote:
               | The difference matters for legal proceedings but not for
               | much else, surely not for personal investment decisions.
        
           | darawk wrote:
           | Benford's law does not apply here. Benford's law is designed
           | to separate human generated numbers from truly random ones.
           | The numbers generated by exchange trades are generated by
           | humans choosing trade sizes. This entire methodology is a
           | complete joke.
        
           | srdev wrote:
           | Benford's Law requires that the numbers being analyzed
           | typically occur over a wide distribution spanning orders of
           | magnitude, which typically doesn't happen in trading (except
           | over very long time periods).
        
         | PaulHoule wrote:
         | It's hard to tell wash trading from legitimate trading.
         | 
         | Because I'm involved with a committee on financial semantics I
         | wound up learning a bit about swap trading. For stocks if you
         | don't like your long or short position you can buy or sell and
         | it is done.
         | 
         | In the case of swaps if you don't like your position you write
         | another swap contract that is the opposite of the one you don't
         | like. Both are on the books. In the 2008 crisis the size of
         | outstanding swap liabilities dwarfed the real economy, but when
         | you added them all up they mostly canceled out, both in the
         | aggregate and for almost all of the market participants.
         | 
         | Looking at a situation like that which is hard to unravel
         | people are going to make assumptions about the motives and
         | ethics of the participants which are not substantiated.
        
           | gillesjacobs wrote:
           | It will be nigh impossible to prove wash trading without the
           | exchange being very obvious or primary trader identification.
           | 
           | Famously, a Mt. Gox data leak actually proved wash trading on
           | that exchange conclusively as same trader IDs took their own
           | orders. [1] So there definitely is proven precedent in the
           | crypto market.
           | 
           | I am not saying it doesn't happen and isn't likely on
           | unaudited/unregulated exchanges. I just want to highlight
           | that the authors make very strong claims and alternative
           | explanations should be explored.
           | 
           | 1. https://dx.doi.org/10.2139/ssrn.3362153
        
           | carnitine wrote:
           | The bigger factor in the size of the swap market dwarfing the
           | size of the economy is due to the former being reported in
           | terms of notional.
           | 
           | I will happily enter into an interest rate swap with you on
           | SOFR^-14 and a notional of USD 1 trillion.
        
           | londons_explore wrote:
           | > but when you added them all up they mostly canceled out,
           | 
           | Except they don't cancel when one party goes bankrupt and a
           | bankruptcy court decides how the assets should be divided.
        
         | KarlKemp wrote:
         | Their idea does show a pretty stark difference b/w "regulated"
         | and "unregulated" exchanges, however, as would be expected if
         | that activity is fraudulent in some way.
        
           | krisrm wrote:
           | I'm no fan of crypto currencies (as my comment history will
           | show), but does "different" imply "fraudulent" necessarily?
           | or are there other factors at play? eg. easier APIs, more
           | variance in crypto prices so that an automated trading
           | strategy becomes potentially more lucrative?
        
         | MuffinFlavored wrote:
         | > Automated trading strategies (e.g., "grid trading") are
         | really popular
         | 
         | Why? After buying and selling side fees, is it easy to make a
         | profit in an automated way with crypto?
        
           | bluGill wrote:
           | I don't know, but it seems to be. In general though, if there
           | are easy profits to make it is because someone on the other
           | side is willing to lose "a small amount of money" for a long
           | time knowing that when things change they will make a ton of
           | money fast, on the backs of all the people they lost to.
           | 
           | For starters, if you can make money in automated trading, why
           | would you not make all the possible money yourself instead of
           | telling other people (or writing the software) and splitting
           | the profit? This question is one I ask anytime someone
           | mentions easy trading, and because I've never heard a good
           | answer I stay away.
           | 
           | To do better than average is possible, but it requires a lot
           | of deep study.
        
             | tommek4077 wrote:
             | Because the retail market is big. If you personally buy or
             | sell, you don't care for the "perfect" price.
        
           | mgaunard wrote:
           | First, most good trading, crypto or not, is systematic, which
           | is automated.
           | 
           | Then, from what people have told me, crypto is a highly
           | inefficient market so huge of potential for market-making
           | strategies. Tons of arbitrage opportunities between the
           | various venues, centralized and decentralized, mostly
           | uninformed non-professionals so non-toxic flow, huge spreads,
           | etc. It's like the traditional tradi'g world but 30 years in
           | the past.
           | 
           | "Grid trading" is apparently just a weird term for placing
           | orders proactively on multiple levels to obtain a better
           | queue position, useful for increasing edge capture on
           | exchanges with price-time matching. There are a lot more
           | sophisticated techniques you could transfer from the world of
           | traditional electronic trading. Of they're successful on much
           | more competitive markets, no reason they wouldn't work on
           | crypto.
        
         | santiagobasulto wrote:
         | I came looking for your comment. Someone applying some common
         | sense to the "research". Yet, the post has >400 points.
         | 
         | Feels like these days anybody can post a paper and get
         | uncountable widespread with 0 backings for their research.
         | 
         | In nutrition this happens A LOT. Things like: "meat causes
         | cancer in 70% of the population". And then you read the paper
         | and they did the study on 80 people between 60-90 years old.
         | There's just no scientific/statistic rigurosity.
        
           | casi18 wrote:
           | you can make something up at the speed of thought. refuting
           | it takes time and effort. peer-reviewing even longer.
        
       | mediocregopher wrote:
       | What's the actual harm done by fraudulent volumes? I've been
       | around crypto for a long time; I basically just ignore trading
       | volumes on most exchanges, and go off other signals. I see this
       | kind of thing come up now and then, with lots of hand wringing
       | about the fraudulent nature of crypto and whatever... and I just
       | don't get it. You can't trust the volumes, just move on.
        
       | biddit wrote:
       | So this implies that the crypto markets are actually far less
       | liquid than the trade volume implies. Suddenly those massive 10%
       | +/- fluctuations in a day make a lot more sense.
        
         | duskwuff wrote:
         | It's not just that, though. The markets aren't particularly
         | liquid, _and_ there isn 't much rational basis for any
         | particular price, _and_ a lot of the real trades are being
         | performed by irrational day-traders or poorly designed
         | algorithmic traders.
         | 
         | It's all of these elements together that add up to the
         | ridiculous volatility you see in these markets.
        
         | [deleted]
        
         | ryanlol wrote:
         | Yeah, but everyone already knew that unregulated exchanges are
         | faking their volumes. This isn't news to anyone who has the
         | slightest clue about cryptocurrency markets.
         | 
         | This is one of the few things about cryptocurrency markets that
         | isn't being disputed by anyone.
        
           | NineStarPoint wrote:
           | It's something of a sign of how dramatically it would be
           | possible for the price to crater. With less liquidity in the
           | market a smaller amount of people trying to legitimately sell
           | off their BitCoin could result in a massive downward spike in
           | price. Which generally causes more people to sell, which
           | further exacerbates how badly the lack of real buyers will
           | lower the price. In a general sense, faking volume makes it
           | impossible to tell what the real level of demand for
           | something is.
           | 
           | Has everyone internalized that faking volume means Bitcoin's
           | real value to people is hard to pin down? Maybe, but it's
           | useful to try and pinpoint exactly how much trading is fake
           | regardless. (30% real trading would still indicate a non-
           | trivial portion of people who actually will buy at current
           | price, much better than if it was 99% fake trading or
           | something).
        
         | NikolaeVarius wrote:
         | Literally anyone who had any idea what crypto markets are like
         | knew that these markets were extremely illiquid.
        
       | greatjack613 wrote:
       | I have used sniper software such as https://cmcsnipe.com/ and the
       | ease of use of web3 has allowed automated trading to be taken to
       | the next level. Not surprised that so much fake volume exists
       | when it is so easy to create.
        
         | capableweb wrote:
         | This sounds like spam, but is somehow not flagged (yet?). This
         | is from the website:
         | 
         | > CMCSnipe uses insider information to know minutes before a
         | coin is going to be listed on CoinMarketCap or CoinGecko.
         | 
         | How is this website relevant to wash trading?
        
       | cblconfederate wrote:
       | This is great knowledge. People should not be investing based on
       | what's popular or what is being traded. Better hold than gamble.
       | Monetary speculation should be dumb in a sound money system
        
         | SavantIdiot wrote:
         | > Monetary speculation should be dumb in a sound money system
         | 
         | Yeah, but no one is listening. From the richest to the poorest,
         | it's all about "to the moon." 50% of my family and friends have
         | RobinHood accounts and are day trading crypto (usually doge or
         | shiba) ... and don't even know what it is. (A dear friend even
         | spent $15k on a rig and thought i was lying when i said his
         | crypto wasn't actually "IN" his digital wallet.)
        
           | thebean11 wrote:
           | What do you mean by "IN"? Are dollars "IN" your bank account?
           | 
           | I'm not trying to make a tired argument about dollars being
           | fake or something, I just don't see the distinction as far as
           | wallets specifically are concerned.
        
             | SavantIdiot wrote:
             | The difference is: (a) if I don't trust "computers" it
             | absolutely can because I can use deposit box, and (b) the
             | government guarantees that it is via FDIC insurance plus a
             | long list of legal alternatives if it suddenly isn't there.
             | 
             | Crypto has neither (a) nor (b); it is specifically designed
             | to not have (a), and I don't see it having a (b) any time
             | soon since regulation is anathema.
             | 
             | I see your point. Both are ledgers. So in that way crypto
             | and bank accounts are similar. But bank accounts can become
             | cash. Crypto cannot. Now the argument shifts to "what is
             | cash" but a different kind of ledger. We can argue why one
             | is trusted more than the other, and perhaps 100 years from
             | now crypto might be as safe as US dollars or Euros. But
             | today there is a big, bit difference between a crypto
             | wallet and a bank account. I find it especially confusing
             | that many crypto advocates typically lament going off the
             | gold standard, which makes my head hurt...
             | 
             | Now that I argue this... i'm confused. Dammit, Beavis.
        
               | cblconfederate wrote:
               | you can store your private keys printed inside a deposit
               | box if you don't trust computers (which you shouldn't).
               | Nobody guarantees bitcoin, but insurance companies will
               | always exist.
        
               | xboxnolifes wrote:
               | Ultimately you need to trust the blockchain, which runs
               | on computers. Which is the commenter's point.
        
               | meowkit wrote:
               | The blockchain is a virtualized state - yes it executes
               | on computers but the whole point is distributed consensus
               | - you don't have to trust the computers, you trust the
               | open source code being executed by the network.
        
               | lottin wrote:
               | > you don't have to trust the computers, you trust the
               | open source code being executed by the network
               | 
               | You're contradicting yourself.
        
               | cblconfederate wrote:
               | It's not a contradiction.
               | 
               | You can trust the law / trust the code, but not trust the
               | judges / trust the machines that run the code.
               | 
               | You trust the law beacuse you can read it / You trust the
               | code because you can read and mathematically prove that
               | it works
               | 
               | You cant trust the judges -- you have to have faith in
               | them
               | 
               | You cant trust the machines either -- but blockchain
               | gives you specific mathematical guarantees that it is
               | very hard for them to break the system.
        
               | lottin wrote:
               | I don't think you're using the word 'trust' correctly.
               | Trust is a belief that a particular outcome will occur
               | despite having no guarantees that it will occur. What
               | does it mean to trust the law? I have no idea.
        
               | cblconfederate wrote:
               | https://en.wiktionary.org/wiki/trust
        
               | thebean11 wrote:
               | I think you are quibbling over the word "trust". How
               | about you believe, based on your understanding of the
               | system and the monetary cost of attacking it, that the
               | virtualized computer will execute the way you expect it
               | to execute?
               | 
               | The same way you'd "trust" that a safe deposit box will
               | not be breached. It's certainly not impossible, but it's
               | unlikely based on your understanding of how it works.
        
               | lottin wrote:
               | Yes, I have no objection to this usage of 'trust'. My
               | objection is in 'trust the law'.
        
               | cblconfederate wrote:
               | Even with cash, you trust that the banks won't blacklist
               | your serial numbers. With gold you trust that the world
               | will not invent a new gold making method that will make
               | it worthless (as happened with aluminum). A basic level
               | of faith is required by any system, so that point is not
               | valid.
        
               | kranke155 wrote:
               | Bitcoin was indeed founded by libertarians who believed
               | the loss of the gold standard was the beginning of the
               | end of western civilisation.
               | 
               | It's a weird belief but - what if they're right ? What if
               | it did cause a lot of the problems ? Maybe not directly,
               | but by freeing the state from a boundary-setting limiter
               | it somehow corrupted it?
               | 
               | I don't know the answer but Bitcoin is a bet that it did
               | cause problems. And so far it's a winning bet.
        
             | knodi123 wrote:
             | With cash, if you put a fortune in your shoebox it is "IN"
             | your shoebox. The whole point of bitcoin is the distributed
             | nature. Your wallet can be copied without altering any
             | actual holdings or values, whereas a shoebox cannot.
             | 
             | A bitcoin wallet is more like a safety deposit box key,
             | than an actual box itself.
        
               | thebean11 wrote:
               | That's not the comparison I made. I'm talking about a
               | bank account not holding physical bills.
        
               | knodi123 wrote:
               | Okay, then that vacuous point is correct as well. A bank
               | account is just a 9-ish digit number. So in that regard
               | it's similar to a bitcoin wallet. What the person who
               | started this convo was saying is that his friend thought
               | the bitcoin wallet contained the bitcoins, in the exact
               | same way that a regular wallet contains regular paper
               | currency. That the bitcoin wallet would grow in file size
               | based on the amount of bitcoin inside it. All pedantic
               | misinterpretations aside, I'm pretty confident that's
               | what he was trying to convey.
        
               | JumpCrisscross wrote:
               | > _I 'm talking about a bank account not holding physical
               | bills_
               | 
               | Trusting the regulated bank isn't that far from trusting
               | the monetary authority that gives paper bills value. Or,
               | for that matter, for the 99% of people who have _not_
               | verified Bitcoin 's math and have _not_ inspected the
               | code running on the servers they buy Bitcoin through,
               | trusting the techies who pitch the product.
        
               | thebean11 wrote:
               | That's..a different discussion. My point is that IN bank
               | and IN wallet are both technically incorrect, but for
               | basically all purposes correct.
               | 
               | But yes, you are right that the vast majority of users of
               | [piece of software] have not verified [piece of software]
               | and are relying on other humans to basically tell them if
               | they should or shouldn't run it.
        
               | lottin wrote:
               | You have a point in that neither bank accounts nor
               | bitcoin wallets are wallets in any shape or form, the
               | difference is bank accounts are not advertised as
               | wallets, but bitcoin wallets are. Also interesting that
               | the bitcoin imagery is all about gold coins, when in fact
               | there are no coins at all, virtual or otherwise. Bitcoin
               | is merely an abstract unit of count. The very name
               | 'bitcoin' is misleading. Everything about
               | cryptocurrencies seems fraudulent in one way or another.
        
               | thebean11 wrote:
               | You really think people equate crypto wallets with
               | physical wallets, more than they do bank accounts? Not
               | sure I agree. I think it would be much better if they
               | _did_ equate it with a wallet. An account can be
               | recovered if lost, a wallet cannot. Wallet encourages
               | better behavior security wise IMO.
               | 
               | I think you're grasping at straws with the coins
               | thing..you really think there's an attempt to confuse
               | people into thinking that it's..physical coins?
        
           | nightski wrote:
           | Well technically your private key is "IN" the wallet which is
           | how you access the funds. So it's pretty close to the same
           | thing.
        
           | kwertyoowiyop wrote:
           | In the 90s a few of my friends decided to be day traders. It
           | worked great until March 2000.
        
         | [deleted]
        
         | bellyfullofbac wrote:
         | True and true, but the current system is just a madhouse... The
         | funny part is when people are confusing stock price with
         | approval of the company/concept and its business soundness
         | (also looking forward), e.g. with Tesla or cryptocurrencies.
        
       | CSSer wrote:
       | > According to CoinMarketCap, the distribution of institutional
       | investors is primarily correlated with the exchange volume than
       | its regulatory status. We also find no significant difference
       | regarding the volume and distribution of transactions on
       | regulated exchanges compared to unregulated exchanges around the
       | time they became regulated. For example, Coinbase received
       | Bitlicense in 2017. But there is no exodus of traders. If
       | anything, its volume grew significantly.
       | 
       | Does anyone have any thoughts on why or how this is the case? I'm
       | having trouble wrapping my head around how there is no departure
       | if fraudulent trading is so rampant pre-regulation. I suppose
       | it's worth noting that this largely seems to be speculation on
       | their part anyway. Their data sample is comprised of only roughly
       | one quarter of 2019. Meanwhile, Coinbase received their
       | bitlicense in 2017. It's unclear to me how they can even be sure
       | of the claim they're making at all. I wish they had included a
       | citation here.
       | 
       | The paragraphs following appeal to Benford's law and Power law to
       | explain away any concerns, but it's also unclear to me how it's
       | directly applicable. The premises seem sound, but the conclusion
       | doesn't seem all that cogent to me.
        
       | dw-im-here wrote:
       | I refuse to believe that as much as 30% of the volume is
       | legitimate
        
       | capableweb wrote:
       | I recently had to go through extensive KYC/AML email
       | conversations and phone calls with bunch of exchanges like
       | Coinbase and others. Got me interested how wash trading could
       | happen, when they were so strict with me, and which exchanges
       | were investigated.
       | 
       | These seems to be the exchanges they investigated. Would be
       | interesting to see a breakdown of percentage per exchange, as I
       | still don't understand how wash trading can happen at Coinbase
       | since they seem to be very strict.                   Exchange
       | Code Exchange Name              Panel A Regulated exchanges
       | R1 Bitstamp         R2 Coinbase         R3 Gemini
       | Panel B Unregulated Tier-1 exchanges         UT1 Binance
       | UT2 Bittrex         UT3 Bitfinex         UT4 HitBTC         UT5
       | Huobi         UT6 KuCoin         UT7 Liquid         UT8 Okex
       | UT9 Poloniex         UT10 Zb              Panel C Unregulated
       | Tier-2 exchanges         U1 Bgogo         U2 Biki         U3 Bitz
       | U4 Coinbene         U5 DragonEX         U6 Lbank         U7 Mxc
       | U8 Fcoin         U9 Exmo         U10 Coinmex         U11 Bibox
       | U12 Bitmart         U13 Bitmax         U14 Coinegg         U15
       | Digifinex         U16 Gateio
        
         | loeg wrote:
         | > We quantify the wash trading on each _unregulated exchange_ ,
         | which averaged over 70% of the reported volume.
         | 
         | Coinbase isn't one of the unregulated exchanges.
        
           | capableweb wrote:
           | Too bad neither the title of this HN submission nor the title
           | of the paper says "Crypto Wash Trading on unregulated
           | exchanges", but I guess that wouldn't write as many
           | headlines.
        
             | pja wrote:
             | It's right there in the abstract.
        
               | whyenot wrote:
               | Yes, but I think the person you are responding to has a
               | good point: it should be in the headline, as adding one
               | more word ("unregulated") is a pretty significant
               | distinction.
        
               | ziddoap wrote:
               | When the title just says "70% of the volume in the top
               | crypto exchanges", perhaps you can forgive the skim-
               | readers of the world for believing they meant "top crypto
               | exchanges", as stated, rather than "top unregulated
               | changes".
               | 
               | Sometimes it's nice for the title to honestly represent
               | what the paper/blog/whatever is about without having to
               | dive into the abstract.
               | 
               | I think there might even be some word for having titles
               | which somewhat misrepresent the piece in question, often
               | used when the title elicits more clicks by leaving out a
               | key piece of information.
        
               | pbhjpbhj wrote:
               | Is there somewhere to read a quick summary of the
               | regulation of crypto exchanges, I don't know they'd
               | become specifically regulated?
        
               | capableweb wrote:
               | Answered in another comment:
               | https://news.ycombinator.com/item?id=29279685
        
             | mumblemumble wrote:
             | I'd argue that the original article's title was fine; they
             | were indeed looking for wash trading across all the crypto
             | exchanges. The second sentence of the abstract was
             | basically, "Trading activity on regulated exchanges looks
             | fine, but the unregulated ones are a hot mess."
             | 
             | It's just the altered title for the HN submission that is
             | actively misleading.
        
               | floatingatoll wrote:
               | Email the site mods using the footer contact link.
               | Sometimes they reply in minutes. Put "FP #1" and
               | "misleading title" somewhere in the subject.
        
           | PragmaticPulp wrote:
           | The trick to wash trading on CoinBase is (or was) to be on
           | the inside:
           | 
           | > The order also finds that over a six-week period--August
           | through September 2016--a former Coinbase employee used a
           | manipulative or deceptive device by intentionally placing buy
           | and sell orders in the Litecoin/Bitcoin trading pair on GDAX
           | that matched each other as wash trades. This created the
           | misleading appearance of liquidity and trading interest in
           | Litecoin.
           | 
           | https://www.cftc.gov/PressRoom/PressReleases/8369-21
           | 
           | I wouldn't be surprised if the wash trading on these
           | unregulated exchanges followed a similar pattern where
           | insiders were largely using the system to their advantage and
           | using their insider knowledge or connections to (try to) hide
           | it.
        
             | bugzz wrote:
             | Yeah that's a pretty well known case, specific to Litecoin.
             | Also crypto has come a long way since 2016
        
               | PragmaticPulp wrote:
               | I imagine the fraudulent schemes have also come a long
               | way since 2016.
               | 
               | Given the volume of trading that happens on unregulated
               | exchanges, I don't see why anyone would think the amount
               | of fraud has been _decreasing_ as unregulated activity is
               | _increasing_.
        
             | loeg wrote:
             | Sure, although not part of the period covered by this
             | paper:
             | 
             | > Our data cover the period from 00:00 July 09th, 2019
             | (when TokenInsight started to collect transaction
             | information from these exchanges) to 23:59 November 03rd,
             | 2019 (the time we wrote the first draft).
        
           | mgh2 wrote:
           | Coinbase CFTC $6.5 million settlement:
           | https://www.cftc.gov/PressRoom/PressReleases/8369-21
        
         | austinheap wrote:
         | Great data! I am no longer confused as to why the Binance
         | Bridge between ETH and BSC is getting shut down...in six days.
        
         | bduerst wrote:
         | How does Coinbase self-regulate wash trading?
        
           | JumpCrisscross wrote:
           | > _How does Coinbase self-regulate wash trading?_
           | 
           | Coinbase follows KYC laws. That prevents one person from
           | opening two accounts and trading between them.
        
             | discodave wrote:
             | Does that mean they don't try to prevent a group of
             | individuals coordinating wash trading between their
             | accounts?
        
               | JumpCrisscross wrote:
               | > _Does that mean they don 't try to prevent a group of
               | individuals coordinating wash trading between their
               | accounts?_
               | 
               | To wash trade effectively for more than a single instance
               | one needs hundreds to thousands of accounts. Somebody
               | _could_ coordinate that many people. But it 's hard. And
               | it creates exhaust lights up law enforcement radars, as
               | it's practically indistinguishable from money laundering.
        
             | tw600040 wrote:
             | Huh. What if 2 people decide to do it?
        
               | JumpCrisscross wrote:
               | > _What if 2 people decide to do it?_
               | 
               | Two accounts trading back and forth will light up anti-
               | spoofing tech from the 1980s. Keep in mind that the AML
               | regulations Coinbase follows are specifically designed to
               | catch fake money movement.
        
               | bduerst wrote:
               | Anti-spoofing tech for regulated securities. There's no
               | rules for crypto to suggest that Coinbase needs to (or
               | would) flag a group of individuals doing this.
        
               | JumpCrisscross wrote:
               | > _Anti-spoofing tech for regulated securities. There 's
               | no rules for crypto to suggest that Coinbase needs to (or
               | would) flag a group of individuals doing this._
               | 
               | It's the same stuff that catches money laundering.
               | Coinbase isn't exempt from anti-money laundering laws.
               | (With respect to Coinbase not being subject to the
               | Exchange Act, that's very much an open, if irrelevant to
               | this discussion, question.)
        
               | bduerst wrote:
               | I don't see how that is relevant here. _Wash trading_ is
               | market, price, and reputation manipulation, not money
               | laundering or tax evasion.
               | 
               | I'm not sure Coinbase's need to report money laundering
               | applies.
        
               | JumpCrisscross wrote:
               | > _Wash trading is market, price, and reputation
               | manipulation, not money laundering or tax evasion_
               | 
               | A lot of money laundering involves wash trading. That's
               | why institutions like Coinbase have systems in place to
               | detect it. Non-laundering wash trades would get flagged
               | by such a system. If it were systemic, it would almost
               | certainly merit a SAR.
        
               | discodave wrote:
               | Pretty sure that none of the honest and upstanding people
               | in the crypto-world would attempt to circumvent
               | regulations like that!
               | 
               | /s
        
         | anonu wrote:
         | What's a "regulated" exchange in this context? US Exchanges are
         | "self-regulated" and ultimately answer to FINRA and the SEC.
         | Any rules they publish must be approved by the SEC.
         | 
         | Theres no such process (AFAIK) with "panel A" firms. Its still
         | the wild west.
         | 
         | Does regulation mean KYC for client onboarding? Thats a
         | completely different thing. We're not talking about on-exchange
         | trading rules and compliance monitoring in that case.
        
           | hackingforfun wrote:
           | The CFTC does have some jurisdiction.
           | 
           | Coinbase:
           | https://www.cftc.gov/PressRoom/PressReleases/8369-21
           | 
           | Kraken: https://www.cftc.gov/PressRoom/PressReleases/8433-21
        
           | capableweb wrote:
           | Why don't you read through the paper?
           | 
           | Here is the short answer:
           | 
           | > We adopt the definition of regulated exchanges from the
           | state of New York, which has one of the earliest regulatory
           | frameworks in the world. [6]
           | 
           | > 6 Regulated exchanges are issued BitLicenses and are
           | regulated by the New York State Department of Financial
           | Services. Bitlicence carries some of the most stringent
           | requirements. Our main results are robust to alternative
           | classifications of regulated exchanges. As of June 2020,
           | NYDFS has issued licenses to 25 regulated entities, six of
           | which provide crypto exchange service. They are Itbit,
           | Coinbase, Bitstamp, Bitflyer, Gemini, and Bakkt (futures and
           | options only). Further information can be found at: https://w
           | ww.dfs.ny.gov/apps_and_licensing/virtual_currency_b.... (Last
           | accessed: July 3, 2020)
        
             | joshfraser wrote:
             | Lest anyone think that the solution is more regulation,
             | it's worth looking at the impact of the BitLicense. This
             | overbearing regulatory framework has stifled innovation and
             | forced crypto startups to leave the world's leading
             | financial hub and build their companies elsewhere.
             | Compliance costs millions of dollars, leaving most startups
             | with no viable option except to block their users from
             | accessing their services in NY. No one wins. In their
             | misguided attempt to protect their citizens, they
             | inadvertently blocked New Yorkers from participating in the
             | best performing asset class of the decade.
        
               | sokoloff wrote:
               | What makes you think it was inadvertent?
        
         | ur-whale wrote:
         | > I recently had to go through extensive KYC/AML
         | 
         | I'm not entirely sure how KYC/AML are related to wash trading
         | ...
         | 
         | In other words: how is the amount of checks they impose on
         | their customers related to what goes on in their trading
         | engine?
         | 
         | Or do you assume that because they're very strict on one thing
         | necessarily implies they're strict everywhere?
         | 
         | That's quite a stretch.
        
           | capableweb wrote:
           | Wash trading is not just one thing, I give you that. But a
           | frequent way of achieving wash trading is to buy and sell
           | from yourself via multiple accounts. KYC/AML + Terms of
           | Conditions specifying you can only own one account prevents
           | that, as much as it can at least. Even if you are two
           | different people just trading between you, AML laws will
           | prevent that and surely Coinbase has the most basic checks in
           | place to detect something that simple.
        
         | _xander wrote:
         | Breakdown of percentage per exchange is available on table 7
         | (pp 46).
         | 
         | Binance, for example, is measured at 46%. Typically the lower
         | tier exchanges have higher levels of measured wash trading.
        
           | capableweb wrote:
           | Thank you, missed that when skimming.
        
         | cdiddy2 wrote:
         | Ya I seriously doubt there is much wash trading at the Tier A
         | exchanges you listed above.
        
           | [deleted]
        
           | nefitty wrote:
           | The market is interdependent. Wash trading on one platform
           | benefits all other platforms. When you ask someone the price
           | of BTC they don't say $x on Coinbase, $y on Kraken, etc.
           | 
           | Literally all of crypto is a scam. After 10 years there is
           | not one feasible use case that isn't done better through
           | another tool. I don't consider "making black markets and
           | extortion easier" a feasible use case.
        
             | betwixthewires wrote:
             | If you don't consider black markets a feasible use case
             | you're cherrypicking.
        
               | nefitty wrote:
               | https://goo.gl/search/Define+feasibility&hl=en
               | feasibility (noun): state or degree of being easily or
               | conveniently done
               | 
               | The originator, Ross Ulbricht, is in prison for life.
               | Anything that involves any remote possibility of that is
               | not "feasible" to me, specifically in terms of the
               | strength of my own self-preservation instincts.
        
               | betwixthewires wrote:
               | So because it isn't a magic bullet that makes
               | participants bulletproof it's infeasible? Would you say
               | dollars are infeasible as a black market tool as well?
               | What about cocaine?
        
             | joshfraser wrote:
             | Oh yeah?
             | 
             | Ever tried to send funds to a family member on the other
             | side of the world over a weekend?
        
               | rvnx wrote:
               | Western Union, cash money in minutes in nearly all over
               | the world ?
        
               | tata71 wrote:
               | Fees, lack of security, in person?!, etc
        
               | joshfraser wrote:
               | They're not open at night. They take egregious fees,
               | often up to 20% on the exchange rate. You can't send more
               | than $2,500 online. And who wants to stand in line, fill
               | out paperwork, or walk around with large sums of cash? If
               | that exploitative company is the best example you've got,
               | I rest my case.
        
               | throwaway2037 wrote:
               | You wrote: <<They take egregious fees, often up to 20% on
               | the exchange rate.>>
               | 
               | I find this hard to believe. Can you please demonstrate a
               | single transaction with this fee?
        
               | jacobr1 wrote:
               | They usually have both a flat-rate transition fee, and
               | some spread they take on top of whatever open market
               | exchange rate would otherwise be.
               | 
               | For small transactions, you can have things like a $29
               | fee, for a $500 transaction, where the spread is also
               | taking a 1% cut. You also can find $2.99 transactions. It
               | depends on the source of funds and destination. Also if
               | you are doing something like using a credit card as the
               | source of funds, you might get cash-advance fees (and
               | much worse interest rates).
        
               | lottin wrote:
               | The reason financial transactions take time is not that
               | there's something wrong with the technology, but that we,
               | as society, have chosen to establish capital controls.
               | Choosing to evade such controls, without really
               | understanding why we put them there in the first place,
               | basically makes you an anti-social brat.
        
               | betwixthewires wrote:
               | > ...we, as society, have chosen to establish capital
               | controls.
               | 
               | Obviously that's not the case if entire societies use
               | bitcoin now, as soon as it is an option. We didn't choose
               | the mess, it was foisted upon us.
               | 
               | You can make excuses for the current system if you want
               | to, but you're wrong. You can shame people tired of
               | paying a quarter of their pay to western union to help
               | Tia afford a water tank so she can have running water
               | during the weekdays. You can demand people just follow
               | rules that make no sense to them because "we as a
               | society" have Good Reasons(tm) for them. But if you
               | expect them to, if you act like their behavior makes no
               | sense, you're deluding yourself and nobody else.
        
               | lottin wrote:
               | > We didn't choose the mess, it was foisted upon us.
               | 
               | What mess? Borders and customs? Yes, we chose that.
        
               | betwixthewires wrote:
               | Are you being obtuse deliberately?
               | 
               | First, no, most people didn't choose borders and customs.
               | The very people we are talking about, the people that
               | send money home, and their advocates, often ignore
               | borders deliberately. I don't recall choosing any of that
               | stuff. I don't think there's a person alive today that
               | did.
               | 
               | But that aside, we aren't talking about someone checking
               | your luggage for fruit seeds on the way in. You know damn
               | well what mess I'm referring to, because you've spent
               | however long in this thread defending it like none of the
               | problems people point out exist.
        
               | lottin wrote:
               | If none of the people alive today wants borders, how do
               | you explain the existence of borders? What is your
               | theory? And no, I don't know what 'mess' you are
               | referring to. You seem to talk quite cryptically, to be
               | honest.
        
               | betwixthewires wrote:
               | Alright, I'll draw it in crayons: having to pay 25% of
               | your income to send part of your income home to family.
               | That mess. The one I mentioned already that you
               | handwaived over.
               | 
               | I never said nobody wants borders, I said nobody _chose_
               | borders. We were all born into this. You understand the
               | distinction between choosing something and learning to
               | live with it?
               | 
               | Of course that's a tangent on your original statement,
               | your assertion that we choose capital controls, that you
               | have not addressed. If our society left capital control
               | to a democratic process they wouldn't exist, and the
               | proof of that is that people avoid them at every
               | opportunity, hence bitcoin.
               | 
               | Shit, "capital controls" is a distraction from the issue
               | we were trying to address, which is the ridiculous state
               | of the remittances industry as an example of the state of
               | the consumer financial services industry that bitcoin
               | serves as an alternative to that you keep defending but
               | fail to actually construct an argument in defense of. "We
               | chose them for a reason" "what reason?" "oh you don't
               | like borders?" It's senseless.
               | 
               |  _People choose bitcoin._ Actual individuals _choose_ it.
               | Nobody holds a gun to their head and makes them use it.
               | The same cannot always be said of the alternative. Is
               | people choosing it a good enough reason for you to accept
               | that it is good and should exist? Seems to be a good
               | enough reason for the alternatives to exist, even if it
               | isn 't true.
               | 
               | I don't talk cryptically, I stay on point. I don't
               | derail, I don't create tangents. You do, with every
               | single reply. Not everyone gets lost in the noise.
        
               | coding123 wrote:
               | Not on the other side of the world but my parents send me
               | through Zelle and works pretty easily - hits the account
               | same day.
        
               | tata71 wrote:
               | I tried Zelle the other day to send a payment.
               | 
               | New user? Payment frozen, no recourse until Monday
               | morning on a Friday, late afternoon.
               | 
               | I'll stick with Coinbase, if I want centralized risk.
        
               | mikegreenberg wrote:
               | FWIW, cryptocurrency settles in seconds.
        
               | NikolaeVarius wrote:
               | https://coinmarketcap.com/alexandria/article/how-long-
               | does-a...
               | 
               | > On the Bitcoin network, the average confirmation time
               | for a BTC payment is about 10 minutes. However,
               | transaction times can vary wildly.
               | 
               | This is because it is affected by factors such as the
               | total network activity, hashrate and transaction fees. If
               | the Bitcoin network is congested, there will be a backlog
               | of transactions in the mempool. This would result users
               | paying more in transaction fees to get transactions to go
               | through faster. This occured in April 2021, where average
               | Bitcoin transaction fees reached $59.
        
             | _3u10 wrote:
             | Completely agree, I'd much rather lose at least 6.2% (if
             | not 20%) in totally legitimate fiat currency inflation than
             | see 200% returns on crypto as a result of that money
             | printing.
             | 
             | QE definitely isn't wash trading.
        
               | nefitty wrote:
               | That's how all Ponzi schemes are marketed. "I got rich,
               | so can you!"
        
               | tata71 wrote:
               | This is why I didn't get a desk job where I had to show
               | up by 8am...seemed like a cyclical ponzi scheme.
        
               | ur-whale wrote:
               | If you are using the P word in a conversation about
               | crypto, chances are you are not adding much value to the
               | conversation.
               | 
               | That particular dead horse has been beaten to a point
               | where all is left are strictly people adhering to dogma
               | on one side or the other of the conversation.
               | 
               | Try tulips next, to make the picture complete.
        
               | nefitty wrote:
               | It's a cliche for a reason.
        
               | carnitine wrote:
               | How is QE even remotely wash trading?
        
             | ishjoh wrote:
             | I would say there are four important use cases of Crypto so
             | far.
             | 
             | 1) NFTs - digital ownership
             | 
             | 2) DAO - organizations without having to setup an LLC that
             | allow voting etc
             | 
             | 3) Accounting for low trust societies (supply chain
             | management, etc)
             | 
             | 4) Value store for very high inflation currencies, or
             | states with severe problems
        
               | abakker wrote:
               | 1. Digital ownership of a token. Digital assets can still
               | be copied and distributed. Notions of ownership and title
               | in digital are still inherently problematic. 2. This is
               | probably not a feature society needs. 3. Possibly good?
               | I'd say instead of "low trust" being the feature, "no
               | natural owner of the database" describes the supply chain
               | situation better. 4. maybe. USD, Gold, Etc have
               | historically been good at this.
        
               | ishjoh wrote:
               | > Digital assets can still be copied and distributed.
               | Notions of ownership and title in digital are still
               | inherently problematic
               | 
               | Some NFTs come with additional publishing rights for the
               | underlying asset. For example Eminems sold an NFT that
               | contained to the rights and a different rapper bought it
               | to make a song with it: https://bitcoinist.com/the-
               | rapper-who-bought-eminems-nft-for... I think we're going
               | to see more stuff like this in the future.
               | 
               | > 2. This is probably not a feature society needs
               | 
               | You might be right, but we do allow LLCs so we do allow a
               | more difficult way to do the same thing. There is less
               | regulation around DAOs but that's starting to change in
               | some states, I'm for letting the experiment run
               | 
               | > 3. Possibly good?
               | 
               | I think this is a net benefit
               | 
               | > 4. maybe. USD, Gold, Etc have historically been good at
               | this.
               | 
               | Yeah, for this one in particular I was thinking of stable
               | coins that are backed by USD
        
               | abakker wrote:
               | >3. Agree. There are a lot of databases that should
               | exist, but the economic incentives of individual
               | participants in a system means nobody wants to pay for
               | it. Blockchains might present a way to make an end to end
               | distributed database with no single owner, but where
               | commercial interest still exists. (E.g. not open source)
        
               | Uehreka wrote:
               | If someone sells the NFT and publishing rights to a work
               | at the same time... couldn't they just sell the
               | publishing rights? It's like you're buying the publishing
               | rights and getting a receipt for your purchase and people
               | are acting like the receipt is the big deal.
        
             | temp8964 wrote:
             | What if the reason of slow adoption is traditional
             | institutions act against it?
        
               | coding123 wrote:
               | I don't think that's the case. There was a period of time
               | about 5 or so years ago where you could pay with Bitcoin
               | almost anywhere. That's all but disappeared after a wave
               | of $100 transaction fees hit.
               | 
               | Use case was killed by itself.
        
               | sokoloff wrote:
               | > There was a period of time about 5 or so years ago
               | where you could pay with Bitcoin almost anywhere.
               | 
               | I do not recall this time at all.
        
               | mikegreenberg wrote:
               | Surely, that means it never happened. You must be some
               | sort of oracle.
               | 
               | https://www.techrepublic.com/article/pay-with-
               | bitcoin-10-of-...
               | 
               | https://money.cnn.com/2014/09/26/technology/paypal-
               | bitcoin/
               | 
               | https://www.businessinsider.com/dell-becomes-biggest-
               | company...
               | 
               | https://money.cnn.com/2014/12/11/technology/microsoft-
               | bitcoi...
        
               | sokoloff wrote:
               | What's the threshold for "pay with Bitcoin almost
               | anywhere"? 95%? 90%?
               | 
               | Surely the fact that articles are written about
               | individual retailers who are now (then) taking Bitcoin is
               | evidence _against_ the acceptance of BTC being pervasive
               | as a payment instrument rather than evidence in support
               | of it.
        
             | thenanyu wrote:
             | But it is a use case, along with gambling via crypto day
             | trading.
             | 
             | You may not like it morally and may wish for crypto to be
             | legally banned as a result, but casinos are real and
             | extortion is real.
        
               | danans wrote:
               | You are both right, but unlike crypto, casinos and crime
               | facilitating black markets don't pretend to be something
               | other than what they are.
               | 
               | However, I tend to think crypto is a bit more than that:
               | an anti institutional weapon.
               | 
               | Therefore it's not a coincidence that crypto also serves
               | the above use cases that specifically seek to avoid
               | institutional oversight, or in circumstances where
               | institutions have already failed (i.e. Venezuela).
               | 
               | Once the illusions of anarcho-capitalist utopia dissolve,
               | that's what's left, and crypto's fundamental market value
               | - minus the greater fool stuff - reflects the sum of 1)
               | the fear of and 2) enthusiasm for the destruction of
               | institutions, with both of those pushing the value up.
               | 
               | Stronger, trusted, adaptive, and accountable institutions
               | that provide their societies with security and broadly
               | shared well being will push it down.
        
         | arez wrote:
         | How about the exchanges do it themselves because there's no
         | regulation and if they don't do it, the volumes would be way to
         | low
        
           | ashwagary wrote:
           | I have a feeling you are correct. Exchanges have the lowest
           | barrier to entry, non-public client position information, and
           | cheaper access to capital than most market participants.
        
       | sonthonax wrote:
       | Basically the lesson here is: don't underestimate how stupid HFT
       | algorithms can be, especially when there isn't really a penalty
       | for doing this.
       | 
       | I've worked at an above board HFT with a big crypto desk, and
       | this happened constantly.
        
         | dqpb wrote:
         | > especially when there isn't really a penalty for doing this
         | 
         | Executing unprofitable trades is its own perfect penalty, is it
         | not?
        
       | outside1234 wrote:
       | How is it possible that there are unregulated exchanges still?
       | 
       | This seems like a regulation failure.
        
         | alpb wrote:
         | Because there are other countries around the world? The largest
         | exchange in cryptocurrency trading volume is Binance, which is
         | headquartered in Cayman Islands. Not sure why this question is
         | even asked, cryptocurrencies are largely created in response to
         | regulations and restrictions.
        
       | jollybean wrote:
       | Wash trading would be less of a problem if there was an
       | independent way of valuing the asset, and we didn't derive our
       | 'value' of the asset from what 'the last guy traded at'.
       | 
       | It's an inherent, infallible weakness of the type of asset.
       | 
       | I can't fathom how we haven't arrived at the general consensus
       | that it's just a big scam.
       | 
       | I suggest that large portions of our economy depend on hype.
       | 
       | People Magazine generally won't say hugely negative things about
       | celebrities, because celebrities are their currency, it's what
       | they are selling. They're selling the illusion of celebrity, and
       | they work with press agents etc. to concoct all of it. Talking
       | any kind of 'reality' would be detrimental to their core
       | business.
       | 
       | In much the same way, the press, including the Tech Press relies
       | on a kind of naive, hopeful, optimism, blended with the dream of
       | riches, or at least for others. The 'drama' of Musk, Zuck etc.
       | keeps the clicks moving.
        
       | xtat wrote:
       | FWIW this is old data (and very old news) in crypto terms and
       | there have been positive audits of the big players since.
        
       | willcipriano wrote:
       | Tumblers[0] contribute to this to some extent I presume. I wonder
       | how much of the effect they are seeing is related to tumbling.
       | 
       | [0]https://en.wikipedia.org/wiki/Cryptocurrency_tumbler
        
         | ur-whale wrote:
         | > Tumblers contribute to this to some extent I presume.
         | 
         | How are tumblers related to exchanges?
         | 
         | Not sure I understand. We're not talking about onchain stuff
         | here, but just money moving around within an exchange.
        
           | willcipriano wrote:
           | I misunderstood. I thought activities within a exchange were
           | still on the chain.
        
       | citizenpaul wrote:
       | Doubt it.
        
       | nailk wrote:
       | Oh look, another weekly crypto hating thread on HN
        
       | Zamicol wrote:
       | This is why Uniswap's data is much more valuable than centralized
       | exchanges. On-chain trading permits a degree of transparency and
       | trustworthiness not readily feasible with centralized exchanges.
       | 
       | Centralized exchanges are incentivized to doctor their data and
       | lie about their volumes. The larger the volumes an exchange
       | publishes, even if fake or gamed, the more relevant an exchange
       | appears. Users must blindly trust whatever data exchanges can
       | manufacture.
       | 
       | Uniswap charges a flat fee to every trade for all user. It's
       | objective. There's no special back room trading rates, there's no
       | ability to lie about volumes, there's no bonus for having high
       | frequency bots trading. If you want objective data, Uniswap (and
       | other on-chain exchanges) are truthful.
        
         | teitoklien wrote:
         | .... People pay for volume on uniswap daily ... They just spin
         | up new wallets and keep making them exchange very high amounts
         | of a token (10ETH buy , 10 ETH sell , multiple times) (net
         | expense is just the gas fees, but they get paid wayyy more to
         | do this).
         | 
         | This is usually done to get uniswap traded tokens onto various
         | trending lists like cmc , dextools , etc.
         | 
         | I'd say there is 10-40x the fraud on uniswap than on
         | centralised exchanges, its just that on uniswap if you know
         | where to look, you can transparently see the fake volume being
         | created in front of you.
         | 
         | But for human traders, it can be tricky sometimes.
        
           | joshfraser wrote:
           | That doesn't pass the smell test.
           | 
           | Sure, you can wash trade on Uniswap, but it's expensive and
           | everyone can see you doing it. The fee on most pools on
           | Uniswap is 0.30%.
           | 
           | In contrast, wash trading on most centralized exchanges is
           | cheap or free and very hard to prove unless you have access
           | to their internal data.
        
             | xur17 wrote:
             | I mostly agree with you, but it's worth noting that the fee
             | is distributed to the uniswap pool participants. Which
             | means for a smaller coin that you are trying to pump, it
             | would be feasible to deposit the majority of the money into
             | the pool, and then trade back and forth to show volume.
             | You'd be out gas fees + whatever portion of the trading
             | fees the other participants receive.
        
             | teitoklien wrote:
             | Im specifically talking about up and coming , memecoins.
             | 
             | The liquidity pool on these are usually provided by token
             | owner themselves, fee doesnt matter there (gas fees does,
             | but they make much much more by doing this).
             | 
             | Tokens like these need these fake volumes to get the
             | necessary amount of holders , publicity and volume to
             | qualify to be listed on centralised exchanges.
             | 
             | Even when everyone can see you do it, owners of popular
             | trending lists which list these tokens, intentionally look
             | the other way on this wash trading and just need it for
             | fulfilling listing requirements.
        
               | joshfraser wrote:
               | You can't do it without putting significant capital at
               | risk since you also have to supply the other side of the
               | pair. If there is no organic demand for your memecoin,
               | people will be happy to dump it and take your ETH.
        
               | teitoklien wrote:
               | Except there is, they spend money on marketing and fill
               | up telegram groups with tons of people who fall for this
               | scam everyday, 90% of telegram groups involving crypto
               | tokens are scams like these.
               | 
               | People get scammed daily by this.
        
           | zeroxfe wrote:
           | > I'd say there is 10-40x the fraud on uniswap than on
           | centralised exchanges
           | 
           | This makes no sense, especially if you factor in gas prices,
           | pool fees, and volume.
        
             | dannyw wrote:
             | If you own most of the lp, most of the fees go to you.
        
               | greatjack613 wrote:
               | That's not true, the gas fees which are the largest part
               | still go to the miners.
        
               | yokem55 wrote:
               | Well, now only about 15% of the tx fees go to miners. The
               | rest of the gas fees are burned, so you can't even get a
               | kickback from a friendly miner on your fees.
        
             | teitoklien wrote:
             | 1- Gas price, to them its not a significant amount, its a
             | business expense, they profit much more, when the token
             | gets listed on popular lists due to this, which brings up
             | new holders , who pump up the mcap by a lot, as the lp pool
             | on these tokens is very small (only a couple of million
             | dollars, compared to mcap which is way higher)
             | 
             | 2- pool on tokens like these are usually only made by the
             | owner themselves, so pool fees goes back to them.
             | 
             | 3- They do this to invite new people, and then inflate the
             | token price, and rug them by either pulling the entire lp,
             | or just exit it , in a few mins.
             | 
             | Some also do this, to qualify for potential centralised
             | exchange listing, down the line (instead of rugging).
        
         | latchkey wrote:
         | Take a deep dive into MEV (miner extractable value). Poorly
         | named for what it is, but I think it is something that you're
         | missing in this picture.
        
           | throwawaygh wrote:
           | _> Miner extractable value (MEV) is a measure of the profit a
           | miner can make through their ability to arbitrarily include,
           | exclude, or re-order transactions within the blocks they
           | produce._
           | 
           | Um. Wow.
           | 
           | So... how much of crypto is just "things that are illegal to
           | do with anything that's not crypto"?
        
             | legutierr wrote:
             | There is a meaningful difference between this kind of miner
             | intervention and the kind of intervention that might be
             | problematic in a centralized context.
             | 
             | Provided there is sufficient decentralization within a
             | blockchain network (i.e. enough independent miners
             | participating) no individual miner will be able to pursue a
             | MEV strategy beyond a single block. The next block will be
             | created by a different miner.
             | 
             | In addition, the right to include any transaction or to
             | control the ordering of transactions depends on the miner
             | winning the right to build the block via the consensus
             | process (for instance, by being first to calculate the
             | PoW). In a sufficiently decentralized network, it is
             | unlikely that any one miner will have any certainty at all
             | with regards to when they will actually be able to build a
             | new block. Depending on the level of centralization, it is
             | also the case that a particular miner will get to mine a
             | new block infrequently at best.
             | 
             | So the worst that a particular miner can do will be to
             | delay the inclusion of a transaction, because any other
             | miner can choose to include the same transaction in a
             | subsequent block. Excluding transactions is outright
             | impossible without buying out the entire capacity of the
             | network by paying massive gas fees to other miners.
             | 
             | And because there is no predicting when the power to choose
             | the ordering or inclusion of transactions will be granted
             | to a particular miner, any miner intervention strategy will
             | need to be both opportunistic and somehow viable within the
             | scope of only one block.
             | 
             | Keep in mind as well that Ethereum blocks occur less than
             | once every 15 seconds.
        
               | lottin wrote:
               | > Depending on the level of centralization, it is also
               | the case that a particular miner will get to mine a new
               | block infrequently at best.
               | 
               | How do all these "mining" companies survive, if they only
               | mine a block infrequently?
        
               | latchkey wrote:
               | Capex (hardware/space) + Opex (internet/electricity) =
               | ROI
               | 
               | In order to get more consistent payouts, we mine to a
               | mining pool, which pays us for our shares of work. Since
               | a mining pool condenses a lot of hashrate, the frequency
               | is higher. There are various schemes on top of that (pay
               | per share, etc..), but that is the simple explanation.
               | 
               | This is the 'centralization' argument to mining, except
               | that miners can change to another pool near instantly. If
               | a pool starts to misbehave, then miners will dump them
               | immediately. There is precedent for this, ghash.io.
               | 
               | There are a lot of upfront costs (hardware/space), but
               | once you've paid for those and you have cheap enough
               | electricity, then the rest is profit.
               | 
               | Disclosure: I am a large scale ETH (gpu) miner.
        
               | lottin wrote:
               | This makes sense, thank you.
        
               | legutierr wrote:
               | Each Bitcoin block pays out more than a quarter of a
               | million dollars to the miner that discovers it. Every
               | day, more than 140 blocks are typically mined.
               | "Infrequent" is relative, but if a miner manages to mine
               | one block once per month (roughly once every 4000
               | blocks), its revenue will be in excess of $3 million per
               | year.
               | 
               | Many mining companies make much more than that, because
               | Bitcoin is more centralized than it should be.
        
               | latchkey wrote:
               | I'd like to hear how you think it is centralized. I
               | address the common point above, but maybe you have other
               | ideas.
        
             | MisterBastahrd wrote:
             | Crypto is a ponzi scheme that everyone is in on. Introduce
             | a new coin, sell it for a trillionth of a penny, and hope
             | enough people buy it that you can cash out for a billionth
             | of a penny.
        
         | makotobestgirl wrote:
         | ~80% of pools and tokens on Uniswap are scams and rug pulls and
         | it's even harder to figure out what's real.
        
           | Zamicol wrote:
           | Useless/scam tokens are a problem, but it's not specific to
           | Uniswap. That's a problem inherent to permitting anyone to
           | create a new token, like with ERC-20 tokens.
           | 
           | If you want to trade useful tokens, Uniswap's data is the
           | most truthful.
           | 
           | It's not that the system can't be gamed, it's that he costs
           | of gaming are transparent and predictable.
        
             | greatjack613 wrote:
             | I use https://cmcsnipe.com/honeypot to check for scams,
             | easily detects if a token is a honeypot.
        
         | chizhik-pyzhik wrote:
         | Uniswap data is more reliable because of _gas fees_ , which are
         | upwards of $50 per trade recently.
        
         | koolba wrote:
         | > Uniswap charges a flat fee to every trade for all user.
         | 
         | Not flat. It's a percentage of the trade value.
         | 
         | > If you want objective data, Uniswap (and other on-chain
         | exchanges) are truthful.
         | 
         | Transaction costs limit on-chain exchange wash trading to some
         | degree, but it doesn't stop price manipulation.
         | 
         | The on-chain aspect has an interesting issue in that during
         | periods of high volatility the network itself gets both slower
         | and more expensive, so an end user may not even get to execute
         | a trade.
        
           | dannyw wrote:
           | If I trade heaps on Bitfinex I get lower rates. Like a 100k
           | trader might pay 0.2%, but a 10m trader pays 0.05%.
           | 
           | Uniswap is the same for all.
        
             | koolba wrote:
             | That's "uniform", not "flat".
        
         | capableweb wrote:
         | I'm generally pro-cryptocurrencies, but Uniswap definitly makes
         | it harder to see wash trading, not easier. One wallet !== one
         | person, while the regulated, centralized exchanges normally
         | require you to answer bunch of questions and prove your
         | identity because of KYC/AML laws, to guarantee that each
         | participant is just that, one participant.
        
           | [deleted]
        
           | gruez wrote:
           | Yeah, decentralized exchanges really only protects against
           | one type of wash trading (ie. from the exchange, to make it
           | look more liquid than it really is).
        
           | habitue wrote:
           | Yeah, the ability to generate identities on the fly and
           | interact with the financial system immediately is one thing
           | that would give financial regulators a heart attack.
           | 
           | I wonder if it's actually (free identities) XOR (no wash
           | trading), or if the crypto people will come up with some
           | clever way to account for it or disincentivize it.
           | 
           | One thing I've learned is not to count out very resourceful
           | people with skin in the game. Crypto has come up with some
           | really interesting incentive games that I certainly wouldn't
           | have thought of off the top of my head. That being said, this
           | seems like a really hard thing to fix.
        
           | gomox wrote:
           | Actually with gas costs being what they are, wash trading is
           | extremely costly on Ethereum DEXs, which makes their volume
           | much more reliable.
           | 
           | Wash trading relies on low/nonexistent fees to be cost
           | effective as a market signal.
        
             | catern wrote:
             | Interesting! That reminds me of the argument that market
             | manipulation makes markets more efficient by increasing the
             | reward available to honest participants. Wash trading being
             | discouraged by high trading fees doesn't have the same
             | incentive structure, but I wonder if you could arrange it
             | the same way?
        
       | rossdavidh wrote:
       | Can somebody explain to a crypto-naif what "wash trading" means
       | here?
        
         | winternett wrote:
         | People think that because something is professionally and
         | popularly marketed, and frequently painted as a "hot new
         | trend!" that is profitable that it is a train they need to hop
         | on to.
         | 
         | Crypto and NFT are (relatively) new online havens for many
         | criminals, money launderers, and scammers to hide within in the
         | same ways that AMWAY, Time Share Vacation Sales People, and as
         | the guys selling speakers out of their vans in a parking lot
         | did throughout the past, with a little Bernie Madoff and
         | updated/modified MLM tactics added. Not saying all trading is
         | bad, but millions of people have already been victimized in
         | such a short time, and social media is in on the hustle because
         | they make great profits within the promotional and "pump and
         | dump" food chain.
         | 
         | I decided to invest just $100 in bitcoin (on a reputable
         | exchange) to watch it over time a year ago, and so far it's
         | maybe gone just slightly over double that (with spikes and dips
         | in between)... I could not imagine having risked any more money
         | than that because it's pretty stupid to send cash trough the US
         | mail system even though it's protected by law, and Crypto is
         | largely unregulated, and one tweet from the guy who owns Tesla
         | can bring the system to it's knees within the blink of an eye.
         | You can't cry over imaginary profit you haven't lost, so I'm
         | fine with not developing a new gambling addiction.
         | 
         | It's very telling how hard it is to see a simple detail about
         | profit performance for other coins online (over time), graphs
         | are way too simple, each coin's graph has a different set of
         | rules and context, there are far too many different apps and
         | exchanges, regulation and taxing is uncertain, the methods of
         | creation and management for crypto are really elusive,
         | confusing, and abstract for the purpose of making the process
         | very mysterious. The very creator of bitcoin is still not
         | willing to take proper credit for it FFS... That's all I needed
         | to really know in terms of the system's reliability...
         | 
         | NFTs are basically digital files, often stored in a Google
         | Drive (which cannot be exclusively owned by nature), but they
         | are sold as if it's possible for a file to not be copied, scam
         | cue #2... What I'm really trying to get to as a point is that
         | it's all basically a giant pile of malarkey for normal people
         | who can't afford to lose money right now. I trust the skeptics
         | more than the people who are raving about being millionaires
         | from it on YouTube every day, because you can't tell if
         | diamonds are real by watching a video on the Internet.
        
           | jdaggers wrote:
           | The creator of Bitcoin is most likely Hal Finney, who died in
           | 2014. https://en.wikipedia.org/wiki/Hal_Finney_(computer_scie
           | ntist...
        
         | mhandley wrote:
         | From page 2:
         | 
         | One form of such market manipulation is Wash trading---
         | investors simultaneously selling and buying the same financial
         | assets to create artificial activity in the marketplace, which
         | is known to distort price, volume, and volatility, and reduce
         | investors' confidence and participation in financial markets
         | (Aggarwal and Wu, 2006; Cumming, Johan, and Li, 2011; Imisiker
         | and Tas, 2018).
        
         | [deleted]
        
         | lfuller wrote:
         | "Selling" crypto from one wallet to another wallet that you own
         | to create the appearance of high trade volume and increase the
         | apparent value of the asset.
        
         | realce wrote:
         | You're the buyer and seller in some transaction. You use it to
         | froth the volume of the asset, making it look like it's a
         | vibrant marketplace with lots of buyers and sellers, but really
         | it's just the Dump It guy and you.
        
         | anonymousDan wrote:
         | But wouldn't this be risky in that obviously you have to pay
         | transaction fees etc?
        
           | loeg wrote:
           | The exchanges are probably the ones doing it.
        
         | omellet wrote:
         | It's a way to fraudulently pump the price (or lower the price)
         | of a security. One person with two accounts can keep trading
         | back and forth with themselves, and since crypto exchange know-
         | your-customer measures are trivial or nonexistent, it's very
         | easy to get away with.
        
           | aeternum wrote:
           | There is still an order book so to get the price to rise or
           | fall, the trader would have to buy or sell enough to clear
           | the book.
           | 
           | How does trading back and forth with themselves do anything
           | other than generate fees for the exchange?
        
             | mcintyre1994 wrote:
             | Does this apply to NFTs though, where you're usually
             | talking about a unique NFT within a collection of a few
             | thousand? If you hold a unique NFT and trade it to yourself
             | for a crazy amount of money just once, then that's what
             | everyone is going to see as the last sale price of that
             | NFT. They're not trading often anyway usually, people would
             | probably be more suspicious if you had hundreds of trades.
             | 
             | Edit: I was mixing this up with another conversation, the
             | parent comment obviously isn't about NFTs. I'll leave this
             | here though because I think wash trading is even more
             | relevant to them.
        
             | loeg wrote:
             | The book is tiny and the exchange is probably the one doing
             | the wash trading.
        
               | jjk166 wrote:
               | Why wouldn't the exchange just lie and say that volume is
               | higher than it actually is?
        
             | purple_ferret wrote:
             | The more money you have, the lower the fees. No fees for
             | being a Maker.
             | 
             | You can actually pay nothing on FTX. Only a .025 taker fee
             | + 60% discount for holding FTX coin plus a .01 rebate for
             | being a market maker.
             | 
             | Most of wash trading is probably done by connected
             | individuals though. Whole point of being unregulated. Just
             | be friends with CZ or SBF.
        
             | whatshisface wrote:
             | Well, the book can be tiny sometimes.
        
               | scotty79 wrote:
               | It makes bo sense when it comes to any popular
               | cryptocurrency. The only way book can be small for these
               | is on small exchange. But if you attempt to manipylate it
               | to bring in away from current price on large exchanges
               | you'll be immediately interfered with by people doing
               | interexchange arbitrage. Also manipulating small exchange
               | has small impact.
        
               | tiagobraw wrote:
               | also fees can be nonexistent for big customers, which are
               | likely to engage in such things
        
         | AutumnCurtain wrote:
         | A "wash trade" is a trade which generates no value because it
         | represents a swap in kind. For example, if I sell a broad
         | market ETF like VTI and buy a nearly identical asset at the
         | same price from a different firm, that could be a "wash trade"
         | for tax purposes (simplifying this, but this is basically the
         | gist). In the context of crypto transactions, it's typically
         | referring to trades which are just shifting the same assets
         | through a cycle of accounts without representing meaningful
         | transactions. For a crypto real world example, see:
         | https://mobile.twitter.com/MarcusFongNFT/status/145391172161...
        
           | loeg wrote:
           | > For example, if I sell a broad market ETF like VTI and buy
           | a nearly identical asset at the same price from a different
           | firm, that could be a "wash trade" for tax purposes
           | (simplifying this, but this is basically the gist).
           | 
           | No, you're describing the wash sale rule, which has to do
           | with which capital losses are tax deductible. It covers pairs
           | of trades up to 30 days apart.
           | 
           | A wash trade is a trade with yourself. Both participants in
           | the same trade -- not two distinct trades.
           | 
           | https://www.investopedia.com/terms/w/washtrading.asp
        
           | flerovium wrote:
           | This is not what the paper means. They mean a trade between
           | two colluding parties to give the appearance of a trade.
        
           | __alexs wrote:
           | I was confused what "dss-flash" was so I looked it up.
           | 
           | It's a DAO that enables you to mint infinite DAI (some crappy
           | "stablecoin") for a transaction as long as you pay it back in
           | the same transaction.
           | 
           | One of the stated goals of this "feature" is
           | 
           | > Exploits requiring a large amount of capital will be found
           | quicker which makes the DeFi space safer overall.
           | 
           | Ah yes, intentionally making your own product less secure and
           | more open to abuse, so you can make it more secure. Good
           | work. This is taking testing in production to a whole new
           | level.
        
             | vineyardmike wrote:
             | Like a bug bounty?
        
               | __alexs wrote:
               | Like a bug bounty where you give attackers an SSH login.
        
         | dragontamer wrote:
         | When you trade a any security to yourself (or someone closely
         | related to you) to give the illusion of the price going up.
         | (EDIT: Well... it could be for any reason. But illusion of
         | price going up is one such application of the strategy).
         | 
         | Lets say you invent a new NFT. You sell the NFT to __yourself__
         | for $100. Then, you sell the NFT to yourself (again) for $200.
         | Finally, you sell the NFT to yourself for $1000. Then you go to
         | the public and say "Look, my NFT has grown 1000% in the past
         | week, you should get in on it!!"
         | 
         | Then they buy the NFT from you for $500. Then suddenly they
         | can't sell the NFT to anyone, because you were the only one
         | buying ever.
         | 
         | Congrats, you just scammed someone for $500.
        
           | hirvi74 wrote:
           | Just to clarify, wash-trading has nothing to do with wash-
           | sales, right?
        
           | cwkoss wrote:
           | You cant manipulate price via wash trading on _fungible_
           | commodities with deep order books, only volume.
           | 
           | Your example only works for NFTs because they are non-
           | fungible.
        
           | aeternum wrote:
           | Yes this works with NFTs but does not work with fungible
           | money because there are typically thousands of people willing
           | to sell once the price goes from 100 to 200.
        
             | spoonjim wrote:
             | That's why the nonfungibility of fine art is essential to
             | its role in tax evasion.
        
           | brianwawok wrote:
           | You do NOT need to change the prices for it to be a wash
           | trade.
           | 
           | What you gave me a profitable and likely illegal example of a
           | wash trade, but not a definition of wash trade.
           | 
           | A wash trade could be selling thing X for $100 and buying
           | thing Y for $100 where X and Y are the same exact underlying
           | thing. Just moving pointless trades back and forth inflates
           | volumes, which makes people thing the market is moving.
           | 
           | See https://www.investopedia.com/terms/w/washtrading.asp for
           | more
        
             | dqpb wrote:
             | Transferring money/assets between your accounts is a pretty
             | normal thing to do...
        
             | dragontamer wrote:
             | > You do NOT need to change the prices for it to be a wash
             | trade.
             | 
             | No you don't. But you do need to be buying and selling the
             | underlying repeatedly for "some reason".
             | 
             | That "some reason" could be fraud, or it could just be tax-
             | optimization. The important thing is, "wash trading" is the
             | technique of buying-and-selling the same thing at nearly
             | the same time... which has many many applications.
             | 
             | Many of those applications are illegal and fraudulent in a
             | traditional market. So seeing something like 70% of the
             | volume of the real world cryptomarket being wash trading
             | suggests that there's more fraud in the cryptomarket than
             | people generally realize.
        
               | thebean11 wrote:
               | My guess is honestly just exchanges trying to get closer
               | to the top of sites like coinmarketcap..
        
               | dragontamer wrote:
               | I mean, its win/win for the exchanges though?
               | 
               | Lets say rich person X wants to conduct large-scale wash-
               | trades to artificially increase (or decrease) the price
               | of [insert cryptocoin here].
               | 
               | By conducting it on Exchange-Foobar, Foobar's traffic
               | goes up, while rich person X gets the price change they
               | want. Win-win for both parties.
               | 
               | EDIT: Remember: exchanges win on volume. They want more
               | trades, they don't care if the value goes up or down.
        
               | thebean11 wrote:
               | Yes if it's a third party doing it, it's especially a
               | win-win for the exchange as they are getting paid fees on
               | all that transaction volume.
               | 
               | I kind if assumed it was the exchanges themselves faking
               | it. Wash trading without colluding with the exchange is
               | pretty expensive.
        
               | dragontamer wrote:
               | All exchanges, even legitimate ones, offer discount
               | packages on anyone who has high volume.
               | 
               | Ex: Interactive Brokers (a legitimate online exchange for
               | stocks) hit it big with its monthly-subscription model:
               | $$subscription / month $20 / for severely discounted
               | trades (fractions of a penny per trade). https://www.inte
               | ractivebrokers.com/en/index.php?f=1590&p=sto...
        
               | thebean11 wrote:
               | Yeah, I get it, but unlike stock transactions crypto
               | exchanges generally take a % of volume traded unlike
               | stock exchanges which take a per-transaction fee instead
               | (I think options might be an exception where there's a
               | per-contract fee..not sure).
        
               | dragontamer wrote:
               | If you're about to dump $10,000 to $100,000 worth of fees
               | upon an exchange per month so that you can perform price
               | manipulation (or whatever), you give the exchange a call.
               | 
               | They'll answer. You explain to them that you want to give
               | them $50,000 / month (or something) for 10-million
               | trades/month or whatever.
               | 
               | If they let you, you do it. If they don't, call up
               | another exchange and give them the same offer.
               | 
               | -------
               | 
               | Its called business. When the $$$ amounts go up beyond a
               | certain amount, you make it worth their while to treat
               | you specially. They want the volume, you want the trades.
               | Old-school business, just talk with them and things
               | happen.
        
               | chollida1 wrote:
               | Wash trading doesn't change the price, it just increase
               | volume, hence the term wash, there is no price change to
               | the owner.
               | 
               | Selling your own NFT to your self for a profit, that's
               | something else, but its not a wash trade as in that case
               | there is a price change.
        
             | ishjoh wrote:
             | This is exactly right, in fact if you think about tax
             | breaks on losses it can actually make a lot of sense to
             | sell yourself the same asset at a loss. In the case of
             | crypto you probably wouldn't sell an NFT at a loss, but a
             | coin would definitely make sense to sell to yourself at a
             | loss.
        
               | vineyardmike wrote:
               | IANAL I don't think thing that's how taxes works.
               | 
               | If you sell yourself the security, it never left your
               | hand so you didn't realize a loss.
        
               | brianwawok wrote:
               | I think he is trying to describe tax loss harvesting
               | 
               | https://www.investopedia.com/terms/t/taxgainlossharvestin
               | g.a...
               | 
               | What robo advisors can do.. is sell say.. asset A that
               | perfectly tracks an asset (say S&P 500)... and then buy
               | asset B that perfectly tracks an asset (say S&P 500).
               | 
               | So you end up with the "same thing" at the end of the
               | day, but got to harvest some losses.
               | 
               | That said, I think there are some iffy legal situations
               | here, and you run the risk of breaking the law here.
               | 
               | https://www.investopedia.com/terms/r/robo-tax-loss-
               | harvestin...
               | 
               | https://www.sofi.com/learn/content/automated-tax-loss-
               | harves...
        
         | dustingetz wrote:
         | "Painting the tape is an illegal activity that is prohibited by
         | the Securities and Exchange Commission (SEC) because it creates
         | an artificial price. "
         | https://www.investopedia.com/terms/p/paintingthetape.asp
        
         | belltaco wrote:
         | A real life example is a store where the owners hire fake
         | shoppers to crowd the store and "buy" items that are later
         | returned to the store and refunded. All to make the shop look
         | busy compared to other shops, in order to attract customers and
         | claim that they have more foot traffic than competing stores.
         | 
         | A wash trade is anything that results in the equivalent outcome
         | as earlier. It was used to get fraudulent tax refunds so it's
         | not allowed to be used that way. An example is buying AAPL at
         | $150 in January, and it falls to $100 in December. One could
         | sell the stock to claim the deduction on the tax return for the
         | year, but would miss out on potential gains on the stock. So
         | what people would do is sell the stock on Dec 31st and buy it
         | back on January 2nd in the new year. So IRS made a rule that
         | doing such a thing is a wash trade and not eligible for tax
         | deductions on the booked loss for the year.
        
           | bonestamp2 wrote:
           | I think you might be conflating Wash Sale and Wash Trade:
           | 
           | https://www.investopedia.com/terms/w/washtrading.asp
           | 
           | https://www.investopedia.com/terms/w/washsalerule.asp
        
         | all2 wrote:
         | The abstract:
         | 
         | > We introduce systematic tests exploiting robust statistical
         | and behavioral patterns in trading to detect fake transactions
         | on 29 cryptocurrency exchanges. Regulated exchanges feature
         | patterns consistently observed in financial markets and nature;
         | abnormal first-significant-digit distributions, size rounding,
         | and transaction tail distributions on unregulated exchanges
         | reveal rampant manipulations unlikely driven by strategy or
         | exchange heterogeneity. We quantify the wash trading on each
         | unregulated exchange, which averaged over 70% of the reported
         | volume. We further document how these fabricated volumes
         | (trillions of dollars annually) improve exchange ranking,
         | temporarily distort prices, and relate to exchange
         | characteristics (e.g., age and userbase), market conditions,
         | and regulation.
         | 
         | "wash trading" appears to be fraudulent trades injected into
         | the exchange in order to boost the volume of trades appearing
         | on the exchange.
        
           | shane_b wrote:
           | You're right. I think wash refers to selling then buying at
           | the same price resulting in a wash.
        
             | loeg wrote:
             | You're confusing wash trading (trading with yourself) with
             | wash sales (a restricted form of capital loss harvesting),
             | which are more or less unrelated despite having "wash" in
             | the name.
        
               | shane_b wrote:
               | Thank you for the clarification
        
           | avalys wrote:
           | Boost the volume of trades appearing on the exchange, and the
           | apparent market value of the asset.
        
       | sabujp wrote:
       | There's also "legal" wash trading, e.g. the same
       | institution/person putting in large BTC spot buy orders and then
       | shorting the BTC future. This is how companies like crypto.com,
       | celsius, blockfi, etc are now able to give investors 8%+ on their
       | USDC because the investors need the cash for expensive futures
       | contracts. The companies loan the cash out to hedge funds at high
       | interest rates, take a cut, and give the rest to you.
        
         | SilasX wrote:
         | There's a greater than 8% yield between the spot price and the
         | future delivery price?
        
           | [deleted]
        
       | Cypher wrote:
       | 70% seems a tad bit high.
       | 
       | I think their expectation that real traders would use rounded
       | numbers overlooks that crypto is hyper fractionalized. If someone
       | is exiting their Doge position they're not going to use a rounded
       | number as fee's are paid in a % of that crypto.
        
       | coding123 wrote:
       | I wonder how much is just automatic arbitrage bots trying to
       | squeeze out pennies.
        
       | young_unixer wrote:
       | If you think this is a problem, then cryptocurrency speculation
       | is just not for you. When you get into cryptocurrency
       | speculation, you know there's not a lot of regulation, and that's
       | the beauty of it. You get what you're paying for.
       | 
       | We are seeing a market evolve naturally, without too much
       | government distortion, which is pretty cool.
        
       | kranke155 wrote:
       | The obsession with trading and how much fraud there is in the
       | crypto space (enormous amounts) is distracting from the people
       | building useful things - for both the common folk and us
       | technical.
       | 
       | Look for the builders. You'll see something special.
        
       | csee wrote:
       | Extremely sceptical that the volume is fake in the largest
       | exchanges. You can see it's real for yourself by putting an order
       | in the book and simulating when it should be filled and compare
       | that to the actual fill. You'll see that they line up closely for
       | the large exchanges which is strong evidence that the volume is
       | real.
        
         | gota wrote:
         | Can you explain in more detail, please?
         | 
         | Sorry if it should be obvious. I'm used to being 100% stupid at
         | least 10% of the time
        
           | csee wrote:
           | Sure. Suppose there's 8 on the best bid and then you send a
           | limit buy order of 1 quantity to the same price, making it 9
           | in total after your order arrives. Then after that, suppose a
           | trade is shown with volume 9 at that price level. What this
           | event implies is that someone sold into the best bid and took
           | it out completely. If this trade volume is fake in any way,
           | then your order won't get filled. But in reality, that never
           | happens on the large exchanges. Your order will always get
           | filled when you expect it to, meaning that the volume is
           | real. If the volume was fake it'd be easy to prove. Just put
           | a limit order in the book, record your screen, and prove that
           | you didn't get a fill that you should have gotten. That won't
           | happen in the large exchanges because the volume isn't fake.
        
             | wbc wrote:
             | There's some misunderstanding here. The paper is asserting
             | that the volume is fraudulent, due to wash trading, not
             | that the trades are fake.
             | 
             | In your toy scenario, I put 8 on the best bid, you put in 1
             | more, then I go on another account and hit the bid for 9
             | volume. 1 of that is legitimate volume, and 8 is fraudulent
             | because I'm trading with myself (aka wash trading). Sure
             | you get your fill, but the paper asserts that the stated
             | volume is too high (in this case by 8).
        
       | tfang17 wrote:
       | Wash trading much more common on international exchanges.
        
       | woah wrote:
       | 70% of the titles of top crypto articles on HN are fraudulently
       | paraphrased
        
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       (page generated 2021-11-19 23:01 UTC)