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Bad privacy example - Data fusion of blockchain data and IP address transaction broadcasting data

A 2018 paper[113] uses blockchain analysis and the tracking of transaction broadcasts to deanonymize bitcoin users.
The researchers use address reuse and the common-input-ownership heuristic (the paper authors do not mention the possibility of CoinJoin)
The researchers connect to every single listening bitcoin node, and attempt to track transactions as they broadcast. This gives them an idea of the originating IP address.
The paper identifies about 22,000 bitcoin users by linking their IP address and bitcoin addresses. About 20,000 of these users come from one IP address which is probably a popular web wallet.
The paper collected data during late-2013, but the Bitcoin Core transaction relay algorithm has been changed significantly in the meantime to improve privacy. So the method used should work less well today.

Lesson: Private transaction broadcasting (for example over tor) is necessary for privacy.

2022-09-30

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Script privacy improvements

The script of each bitcoin output leaks privacy-relevant information. For example as of late-2018 around 70% of bitcoin addresses are single-signature and 30% are multisignature[50]. Much research has gone into improving the privacy of scripts by finding ways to make several different script kinds look the same. As well as improving privacy, these ideas also improve the scalability of the system by reducing storage and bandwidth requirements.

ECDSA-2P is a cryptographic scheme which allows the creation of a 2-of-2 multisignature scheme but which results in a regular single-sig ECDSA signature when included on the blockchain[51]. It doesn't need any consensus changes because bitcoin already uses ECDSA.

Schnorr is a digital signature scheme which has many benefits over the status-quo ECDSA[52][53]. One side effect is that any N-of-N[54] and M-of-N multisignature can be easily made to look like a single-sig when included on the blockchain. Adding Schnorr to bitcoin requires a Softfork consensus change. As of 2019 a design for the signature scheme has been proposed[55]. The required softfork consensus change is still in the design stage as of early-2019.

Scriptless scripts are a set of cryptographic protocols which provide a way of replicating the logic of script without actually having the script conditions visible, which increases privacy and scalability by removing information from the blockchain[56][57][58][59]. This is generally aimed at protocols involving Hash Time Locked Contracts such as Lightning Network and CoinSwap.

With scriptless scripts, nearly the only thing visible is the public keys and signatures. More than that, in multi-party settings, there will be a single public key and a single signature for all the actors. Everything looks the same-- lightning payment channels would look the same as single-sig payments, escrows, atomic swaps, or sidechain federation pegs. Pretty much anything you think about that people are doing on bitcoin in 2019, can be made to look essentially the same[60].

MAST is short for Merkelized Abstract Syntax Tree, which is a scheme for hiding unexecuted branches of a script contract. It improves privacy and scalability by removing information from the blockchain[61][62].

Taproot is a way to combine Schnorr signatures with MAST[63]. The Schnorr signature can be used to spend the coin, but also a MAST tree can be revealed only when the user wants to use it. The schnorr signature can be any N-of-N or use any scriptless script contract. The consequence of taproot is a much larger anonymity set for interesting smart contracts, as any contract such as Lightning Network, CoinSwap, multisignature, etc would appear indistinguishable from regular single-signature on-chain transaction.

The taproot scheme is so useful because it is almost always the case that interesting scripts have a logical top level branch which allows satisfaction of the contract with nothing other than a signature by all parties. Other branches would only be used where some participant is failing to cooperate.

Graftroot is a smart contract scheme similar to taproot. It allows users to include other possible scripts for spending the coin but with less resources used even than taproot. The tradeoff is that interactivity is required between the participants[64][65][66].

nLockTime is a field in the serialized transaction format. It can be used in certain situations to create a more private timelock which avoids using script opcodes.

Real life example - Digital forensics aids with investigation of the MtGox exchange

Mt. Gox is a now-defunct bitcoin exchange which shut down in 2013 due to insolvency.
Its internal database was leaked in March 2014, from which it was possible to build up a near-complete picture of the deposits and withdrawals of its wallets.
Address reuse was also a big factor. The common-input-ownership heuristic was less of a factor because that heuristic was broken by mtgox's import private key feature.
Analysis information was also cross-checked by searching the web for all forum posts where a customer writes something like: Help! I made a deposit to MtGox of amount 0.12345 BTC. As I write my transaction has 20 confirmations but the deposit hasn't appeared in the exchange. The forum posts include a date and time. These posts include enough information to search for the corresponding blockchain transaction.
The analysis revealed that there were multiple thefts from mtgox and the exchange was insolvent for most of its existence.

Full talk: Breaking Bitcoin 2017 conference. Kim Nilsson - Cracking MtGox Slides.

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Forced address reuse

Forced address reuse is when an adversary pays an (often small) amount of bitcoin to addresses that have already been used on the block chain. The adversary hopes that users or their wallet software will use these forced payments as inputs to a larger transaction which will reveal other addresses via the the common-input-ownership heuristic and thereby leak more privacy-relevant information. These payments can be understood as a way to coerce the address owner into unintentional address reuse[16][17].

This attack is sometimes incorrectly called a dust attack[18].

If the forced-payment coins have landed on already-used empty addresses, then the correct behaviour by wallets is to not spend those coins ever. If the coins have landed on addresses which are not empty, then the correct behaviour by wallets is to fully-spend all the coins on that address in the same transaction.

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This article was co-authored by wikiHow staff writer, Eric McClure. Eric McClure is an editing fellow at wikiHow where he has been editing, researching, and creating content since 2019. A former educator and poet, his work has appeared in Carcinogenic Poetry, Shot Glass Journal, Prairie Margins, and The Rusty Nail. His digital chapbook, The Internet, was also published in TL;DR Magazine. He was the winner of the Paul Carroll award for outstanding achievement in creative writing in 2014, and he was a featured reader at the Poetry Foundation’s Open Door Reading Series in 2015. Eric holds a BA in English from the University of Illinois at Chicago, and an MEd in secondary education from DePaul University.There are 14 references cited in this article, which can be found at the bottom of the page. This article has been viewed 47,702 times.Learn more...

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Blinded bearer certificates

This is another way of doing Off-Chain Transactions which is based on blind signatures. The payments through such a system would be very very private. It has been known about since 1983. But the system is custodial so as the issuing server is a central point of failure which can steal all the money. However the concept may still be useful in certain situations where Lightning is not, for example blinded bearer certificates support payments where the receiver is offline.

Main article: Blinded bearer certificates

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