Privacy pillar

Is crypto anonymous? The complete guide to how coins get traced, and how to keep yours private.

chapters
8
min read
16
primary sources
17
Fig. 00How one payment leads to a name
THE PUBLIC LEDGERNAME ON FILEone paymentis enough

Short answer: no.

In fact, in June 2021 the US Department of Justice took back 63.7 bitcoins from a ransomware gang. How? It followed the coins across Bitcoin's public ledger.

No hack. No backdoor. Just reading a ledger anyone can open.

In this guide we'll show you exactly how that works: the rules analysts use, the six places your name gets attached, what each coin shows the world, and a step-by-step playbook to keep your own coins private.

Let's dive right in.

Chapter 1

Anonymous, pseudonymous, private: what crypto really is

Most arguments about crypto privacy are really arguments about three words.

So let's pin them down.

Anonymous means no name and no trail. A five-dollar bill handed over in person is close.

Pseudonymous means there's a trail, but it sits under a nickname. That nickname is your wallet address. Bitcoin, Ethereum and most coins work this way.

Private means the trail itself is hidden from the public. Monero works this way by default, and so do Zcash's shielded addresses.

Three words people mix up: anonymous means no name and no trail; pseudonymous means a public trail under a nickname; private means the trail itself is hiddenanonymousno name, no trailpseudonymouspublic trail, no nameprivatethe trail is hidden
The three words, side by side. Almost every coin sits in the middle row.

Here's the catch with a pseudonym: it only protects you until someone matches it to the person.

And on a public blockchain, that match works backwards. One link reveals every payment the address ever made.

This isn't a flaw someone found later. It's in the design. Bitcoin's white paper says the public can see that someone is sending an amount to someone else, just without information linking the transaction to anyone. Privacy, it says, comes from keeping public keys anonymous.

A walkthroughWhat one payment tells a total stranger

Let's make this concrete. Open any block explorer, paste a Bitcoin address, and here's what you get. No account. No fee. No permission.

  • Every address that sent money in, and every address it went to.
  • Every amount, down to the last unit.
  • The time of each payment, to the second.
  • The balance, right now and on any past day.
  • The fee, which often hints at the wallet app that sent it.
A Bitcoin transaction as any block explorer shows it: two inputs, a payment, change back to the sender, the fee and the time. Every part is public.TRANSACTION, CONFIRMED2 in, 2 out, fee 0.0003 BTCFROMbc1q…7xk2 0.30bc1q…m4p9 0.25TObc1q…a1f0 0.50bc1q…c8d3 0.0497BLOCK TIME, TO THE SECONDsame owner?change: sender'sreadable by anyone, forever
An illustration of one Bitcoin transaction as an explorer shows it. Addresses and amounts are made up; the layout is real.

Now read it like an analyst.

Two inputs were spent together, so they very likely belong to the same person. One output is a round 0.50 BTC. The other is an odd 0.0497 BTC. The odd one is almost certainly the change going back to the sender, often to a brand-new address the sender just revealed.

No hacking. No warrant. Just reading.

bitcoin.org itself puts it bluntly: Bitcoin is one of the most transparent payment networks in the world, and data that's hard to trace today may be easy to trace tomorrow.

A quick comparisonIs crypto more traceable than cash or a bank?

Than cash, yes. Than a bank, it's different rather than worse.

A bank knows your name but keeps your payments from the public. Bitcoin shows your payments to the public but doesn't know your name.

The worst of both? A coin that left an ID-checked exchange. The payments are public and the name is on file.

Who can see a payment, against whether your name is on it. Cash: few see it, no name. Bank: few see it, name attached. Bitcoin from a fresh wallet: everyone sees it, no name yet. Bitcoin after an exchange links it: everyone sees it, name attached. Monero: the public sees no sender, receiver or amount.who can see it: few to everyonename on itcashbankMoneroBitcoin, freshafter KYC link
Who can see a payment, against whether your name is on it. An exchange link moves Bitcoin from the bottom right to the top right.
Key takeaways
  • Most crypto is pseudonymous: a public trail under an address instead of a name.
  • Anyone with a block explorer can read every payment, amount and balance, free.
  • One link to your name exposes everything an address ever did, backwards.
Chapter 2

How crypto actually gets traced

"Blockchain analysis" sounds like something only a government lab can do. (Here's what blockchain analysis really is, start to finish.)

It isn't. Most of it rests on a few plain rules, applied millions of times by software.

Here they are.

Rule 1Coins spent together have one owner

To spend from an address you need its key. So when one transaction spends from addresses A and B, whoever signed it held both keys.

Bitcoin's own white paper says multi-input transactions necessarily reveal that their inputs were owned by the same owner. And the rule chains: A with B, then B with C, and now A, B and C are one owner.

Rule 2The change goes home

Bitcoin spends whole coins, like paying with a banknote. Pay 0.50 from a 0.55 coin and the rest comes back to you as change, usually to a new address. Spot the change (an odd amount, a fresh address, the same address type as the inputs) and that address joins your group.

Rule 3One address, one person

Reuse an address and every payment to it sits in one public file. On account chains like Ethereum and Tron, one address carries your whole history by design, so there's nothing to group: it's already grouped.

Rule 4Small clues add up

The Bitcoin Wiki's privacy page lists the rest: round amounts, matching times, the habits of a particular wallet app, and peel chains, where a big coin is spent down in small payments with the change hopping to a new address each time. Each clue is weak. Stack enough of them and they point one way.

How a coin is traced: it leaves an exchange that knows your name, your wallet A spends together with wallet B so both are yours, the change goes to C, and C pays a shop. Each step adds a wallet to your name.exchangeknows your nameyour wallet Awithdrawal: on fileA spent with Brule: same ownerchange to Crule: change is yoursC pays a shopshop has your address
The rules at work, from an exchange to a shop. Each step adds one more wallet to the same name.

The evidenceHow well do these rules work?

"Very accurate" is easy to say. So here's what was actually measured.

In 2013, a team of researchers bought goods and services from Bitcoin businesses 344 times, and tagged 1,070 addresses by hand. Then they let the rules loose on the whole ledger.

The result? Those hand-tagged addresses grew into 2,197 named groups covering over 1.8 million addresses.

They also measured their own mistakes. The first version of the change rule was wrong 13% of the time. After refinements, including waiting a week to see if an address was used again, it was wrong 0.17% of the time.

And that was 2013. Analysis has had more than a decade of data and better software since.

Case studyThe Colonial Pipeline ransom, hop by hop

In 2021 a ransomware attack hit Colonial Pipeline, and the company paid about 75 bitcoins in ransom.

Here's what happened next, in the Justice Department's own description.

The Colonial Pipeline case as the US Department of Justice describes it: about 75 bitcoins paid in ransom, moved through several transfers, followed on Bitcoin's public ledger to one address whose key the FBI held, and 63.7 bitcoins seized.ransom paidabout 75 BTCmoved onseveral transfersread in publicon the public ledgerkey held by FBIone address, one keyseized63.7 BTC back
The Colonial Pipeline case as the US Department of Justice describes it: from ransom to seizure on the public ledger.
"By reviewing the Bitcoin public ledger, law enforcement was able to track multiple transfers of bitcoin."US Department of Justice, 7 June 2021

The transfers led to one address, and the FBI had the key for it. Result: 63.7 bitcoins seized, then worth about $2.3 million.

Notice what the release doesn't mention: breaking any cryptography. The ledger did the work.

Why it mattersThe trail never goes cold

Time doesn't erase a ledger. Two more cases from the same department make the point.

  • Bitfinex. 119,754 bitcoins were stolen in a 2016 hack. In 2022 the department seized more than 94,000 of them, then worth over $3.6 billion, after years of moves through fake identities, automated transactions and hops into other coins.
  • Bitcoin Fog. A service that mixed people's bitcoin together ran from 2011 to 2021 and moved over 1.2 million bitcoins. In 2024 a jury convicted its operator, after what the department calls painstaking tracing through the blockchain.

Bottom line: a trail that looks cold today can be read years from now, with better tools.

Want the Bitcoin side in full, with every rule drawn and all three cases? Read can Bitcoin be traced?

Key takeaways
  • Most tracing rests on a few plain rules: coins spent together share an owner, change goes home, reused addresses are one person.
  • The rules are guesses, but measured ones: one 2013 study grew 1,070 hand-tagged addresses into named groups covering over 1.8 million.
  • The trail doesn't expire. Bitfinex coins were seized more than five years after they were stolen.
Chapter 4

Coin by coin: what each chain makes public

"Crypto" isn't one thing. Some coins show everything. One shows almost nothing.

Here's what each chain shows to anyone with a block explorer.

PublicDependsHidden
What a block explorer shows, by coin (checked 2 November 2026)
CoinSenderReceiverAmountWorth knowing
BitcoinPublicPublicPublicChange outputs and spent-together inputs link addresses.
EthereumPublicPublicPublicOne account address holds your whole history, tokens and NFTs included.
USDT (Tron, Ethereum)PublicPublicPublicA token on a public chain. The issuer can freeze USDT at an address.
SolanaPublicPublicPublicAccount-based, like Ethereum.
TronPublicPublicPublicAccount-based; most USDT traffic runs here.
XRPPublicPublicPublicDestination tags point to one customer at an exchange.
ToncoinPublicPublicPublicPlain-text comments on transfers are public too.
LitecoinUsuallyUsuallyUsuallyWorks like Bitcoin; coins moved into its optional MWEB layer hide amounts and addresses.
DogecoinPublicPublicPublicWorks like Bitcoin.
ZcashDependsDependsDependsTransparent addresses are public like Bitcoin; shielded addresses hide all three.
MoneroHiddenHiddenHiddenRing signatures, stealth addresses and RingCT, on every payment.

The verdictsThe coins people ask about most

Bitcoin: fully public, and the best-studied chain for tracing. Private only with careful habits.

Ethereum: fully public, and harder to keep apart in one way: there's no change and no new address per payment unless you make one, so one address tends to hold everything.

USDT: as public as the chain it runs on, plus an issuer. Tether's terms let it freeze and blacklist any address holding USDT, and report to authorities without telling you first. On Tron, the TRX you need to pay transfer fees leaves a second trail back to whoever funded the wallet. Here's how USDT gets traced and frozen, in full.

Monero: private by default. It hides the sender with ring signatures, the receiver with stealth addresses and the amount with RingCT, on every payment.

Zcash: private only on shielded addresses. Send from a transparent address and it's as public as Bitcoin.

Even a private coin has edges

Buy Monero on an exchange that checked your ID, and the exchange knows you bought it. Privacy coins protect the payments, not the doors you walk through to get them.

Key takeaways
  • Almost every coin is public by design: sender, receiver and amount.
  • Monero is private by default; Zcash only if you use shielded addresses.
  • USDT adds an issuer that can freeze the coins at an address.
Chapter 5

Who's watching, and what each one sees

"Can they see it?" depends entirely on who "they" are.

Here's the view from each seat, for an ordinary Bitcoin or USDT wallet.

Five seats watching one wallet. Anyone sees every payment. An exchange sees payments and your ID. Your wallet app's server sees your addresses and IP. An analytics firm sees grouped addresses and labels. Police and tax agencies can request the rest.anyoneevery paymentexchangepayments + your IDwallet appaddresses + your IPanalytics firmgroups + labelspolice, IRSthe rest, on request
Five seats around one ordinary wallet, and what each can see.
What each party can see about an ordinary wallet
WhoYour addressesYour balanceYour nameYour IP
Anyone with an explorerYesYesNoNo
An exchange that checked your IDYesYesYesYes
Your wallet app's serverYesYesIf you signed upYes
Someone you paidYesYesIf they know youNo
An analytics firmGroupedYesOnce linkedSometimes

Notice where the "Yes" under your name comes from. It's never the chain. It's always a company or a person at the edge.

PoliceCan police trace crypto?

Often, yes. They read the ledger like anyone else, usually with paid analysis software. Then they ask an exchange for its records with legal process. That request is where most names come from, which is exactly why the FATF rules require exchanges to verify customers and keep records.

TaxesCan the IRS see my crypto?

It sees what US brokers report. Brokers file Form 1099-DA for sales from 1 January 2025, and every Form 1040 asks whether you received or disposed of digital assets.

Key takeaways
  • The public sees payments; exchanges see payments plus your ID.
  • Police and tax agencies usually get names by asking an exchange for its records.
  • The "Yes" under your name always comes from a company or person at the edge, never the chain.
Chapter 6

The privacy playbook: seven steps, biggest first

You don't need to do everything on this list.

But do it in this order. Each step closes a bigger door than the one below it.

The privacy playbook as a staircase, biggest step first: break the link to ID-checked accounts, one wallet per purpose, a fresh address for every payment, coin control, hide your IP, mind timing and amounts, use a private coin where it fits.01break the ID link02wallet per purpose03fresh address04coin control05hide your IP06time and amounts07private coin
The playbook as a staircase, biggest step first.

Step #1Break the link to ID-checked accounts

This is the big one. The wallet you want private should never receive coins straight from, or send straight to, an exchange that knows your name.

The simplest way: swap with no account into a fresh wallet. The new coins arrive from the swap, in the coin you choose, and no ID-checked account sits between the two ends. That's what the desk at the end of this guide does.

Step #2One wallet per purpose

Savings, spending and anything public each get their own wallet. A leak in one stays in one.

Step #3A fresh address for every payment

Never hand out the same receiving address twice. Most wallets make a new one for you each time; just don't reuse the old one out of habit.

Step #4Don't mix sources in one payment

Spending coins from two addresses together tells the world they're both yours. That's Rule 1 from chapter 2.

Step #5Hide your IP

Connect your wallet over Tor, or run your own node and point the wallet at it. Your addresses stop arriving next to your home IP.

Step #6Mind the timing and the amounts

Let time pass between moves, and don't send out exactly what just came in. Stealth picks the day your coins land for you, from tomorrow to 30 days out.

Step #7Use a private coin where it fits

For payments that should stay private, Monero hides sender, receiver and amount by default. Many people swap into Monero to pay, then out again when they need another coin. For the full routine, start to finish, read how to send crypto anonymously.

Key takeaways
  • Order matters: breaking the link to ID-checked accounts does more than any other step.
  • One wallet per purpose and one address per payment cost nothing.
  • No step rewrites history. Privacy starts with the next wallet, not by cleaning the last one.
Chapter 7

Mistakes that undo privacy

Privacy is rarely lost to clever analysis. It's lost to small slips.

These are the ones that matter most.

The one hop that undoes privacy. Top: coins go straight from an ID-checked exchange to a fresh wallet, so the wallet is linked to your name on day one. Bottom: a swap with no account sits between them, so no customer file links the two ends.THE MISTAKEexchange (ID)fresh walletlinked on day oneTHE FIXexchangeswapfresh walletno account in betweenno customer file to read
The most common mistake, and the fix. One hop decides whether a fresh wallet stays nameless.
  1. Funding a fresh wallet straight from an exchange

    The wallet is new, but its first line is a withdrawal the exchange has on file with your name.

  2. Sweeping everything into one address

    Consolidating coins from several sources in one payment tells the world they all belong to you.

  3. Reusing a receiving address

    Everyone who ever paid that address can see everyone else who did.

  4. Posting screenshots with addresses in them

    A cropped balance with the address still visible ties it to your account for good.

  5. Moving the same amount in and out

    Exactly 0.5 out, exactly 0.5 in, ten minutes apart. No shared address needed.

  6. Treating a VPN as privacy

    A VPN hides your IP from your wallet's server. It does nothing about what the ledger records or what an exchange knows.

  7. Trying to clean an old wallet

    History doesn't change. If an address is tied to your name, start fresh rather than moving coins around inside the same web.

Key takeaways
  • The most common mistake is funding a "private" wallet straight from an exchange.
  • Combining coins, reusing addresses and posting screenshots each link wallets for good.
  • A VPN hides your IP, nothing more.
Chapter 8

Check your own wallet in one minute

Reading about leaks is one thing. Checking your own wallet is another.

Here are the six links from chapter 3, as six questions about a wallet you actually use. Answer honestly. Nothing leaves this page, and there's no box for your address on purpose.

How traceable is your wallet?

Think of one wallet. Six questions, one per link. Nothing you tap leaves this page.

  1. Did coins reach this wallet straight from an exchange that checked your ID?

  2. Have you received coins at the same address more than once?

  3. Have you paid someone who knows your name from this wallet?

  4. Have you posted this wallet's address anywhere public?

  5. Does your wallet app connect without Tor or your own node?

  6. Have you sent out the same amount soon after it came in?

0 of 6 answered.

The wallet people bought their first coins with usually has the first link open, because the coins came straight from an exchange. That's normal, and it's why the usual fix is a fresh wallet rather than a cleanup.

Now it's your turn. Step one of the playbook takes about a minute, and the desk is right below.

Key takeaways
  • Every "yes" is an open link between that wallet and your name.
  • One or two open links: fix them. Three or more: start a fresh wallet.

Keep reading

How we checked this

Written by the team that runs the SilentMule swap desk. Every fact comes from the source linked where it appears: the chains' own documentation, the Bitcoin white paper, peer-reviewed research, or the government release that states it. The coin table was checked against each chain's docs on the date shown. Last checked . Spotted something wrong? Tell us and we fix it.

Sources

  1. Satoshi Nakamoto, Bitcoin: A Peer-to-Peer Electronic Cash System, section 10, Privacy
  2. bitcoin.org: Protect your privacy
  3. Bitcoin Wiki: Privacy
  4. Bitcoin developer guide: the peer-to-peer network
  5. Meiklejohn et al., A Fistful of Bitcoins, IMC 2013
  6. ethereum.org: Ethereum accounts
  7. TRON developer docs: resource model
  8. Moneropedia: ring signatures
  9. Moneropedia: stealth addresses
  10. Moneropedia: RingCT
  11. Zcash: shielded and transparent addresses
  12. Tether: terms of service (freezing and blacklisting, section 8)
  13. US Department of Justice, 7 June 2021: Colonial Pipeline ransom seized
  14. US Department of Justice, 8 February 2022: Bitfinex hack arrests and seizure
  15. US Department of Justice, 12 March 2024: Bitcoin Fog operator convicted
  16. IRS: digital assets
  17. FATF: virtual assets and the travel rule

Step one of the playbook, done in a minute.

Swap the coins you have into the coins you want, paid to a wallet that has never touched an ID-checked account. Nobody asks your name, your email or a photo of your passport.

  • 71 coins, Monero included
  • What lands is shown before you send
  • Fast lands in minutes, Stealth on the day you pick
Lands at your new wallet
Arrives in

Questions, answered.

Is Bitcoin anonymous?

No. Bitcoin is pseudonymous: every transaction, address and amount is public on its blockchain, and only your name is missing. Once an exchange, a shop or a reused address ties one address to you, everything that address did can be read as yours.

Can USDT be traced?

Yes. USDT on Tron and on Ethereum is a token on a public chain, so every transfer shows the sending address, the receiving address and the amount. Tether, the issuer, can also freeze the USDT held at an address.

Can Monero be traced?

On the chain itself, not in the usual way. Monero hides the sender, the receiver and the amount of every payment by default, using ring signatures, stealth addresses and RingCT. The weak points sit around it: the exchange you bought it on, the wallet you sent it to, and your IP address. What Monero hides, and where it leaks.

Can police trace crypto?

Often, yes. In June 2021 the US Department of Justice recovered 63.7 bitcoins paid as ransom in the Colonial Pipeline attack by following the transfers on Bitcoin's public ledger. The name usually comes from an exchange's records.

Can the IRS see my crypto?

Anything that passes through a US broker, yes. Brokers report sales on Form 1099-DA for transactions from 1 January 2025, and every Form 1040 asks whether you received or disposed of digital assets.

Does a new wallet make me anonymous?

Only if nothing links it to you. A fresh wallet funded straight from an exchange that knows your name is linked from its first transaction. A fresh wallet that never touches an ID-checked account stays a nameless address.

Is a no-KYC swap legal?

It depends on where you live, so check your local rules. Swaps can be taxable either way, and our Terms ask you to follow the law where you are.

Now it's your turn.

Start with a fresh wallet. The mule does the carrying.