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This MIT Researcher Has a Plan to Put Privacy in Every Bitcoin Wallet

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Armin Sabouri recently demonstrated how wallet fingerprints can be used to decompose payjoin transactions and recover payment amounts, and in this episode he explains what that means for privacy tools across the board. Shinobi and Armin discuss why standardization efforts like BIP 69 backfired, whether randomization can help, and how wallets can stop standing out on-chain. Grab your copy THE 2036 ISSUE👇 🔶 Shinobi — Bitcoin Magazine 🔶 Armin Sabouri — Payjoin Dev Kit contributor Chapters: 01:08 Why Build a Dev Kit Instead of a Special-Purpose Privacy Wallet 02:25 What Is Payjoin? How It Differs from Coinjoin 02:54 How Chain Analysis Works: The Common Input Heuristic Explained 04:10 Payjoin's Limitations: Counterparty Privacy Trade-Offs 04:40 Wallet Fingerprints: The Attack That Deanonymizes Payjoins 06:58 Building Open-Source Chain Analysis to Fight Chainalysis 08:16 From Payjoin to…

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Analysis last updated August 22, 2026 · Read the methodology
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Armin Sabouri recently demonstrated how wallet fingerprints can be used to decompose payjoin transactions and recover payment amounts, and in this episode he explains what that means for privacy tools across the board. Shinobi and Armin discuss why standardization efforts like BIP 69 backfired, whether randomization can help, and how wallets can stop standing out on-chain. Grab your copy THE 2036 ISSUE👇 🔶 Shinobi — Bitcoin Magazine 🔶 Armin Sabouri — Payjoin Dev Kit contributor Chapters: 01:08 Why Build a Dev Kit Instead of a Special-Purpose Privacy Wallet 02:25 What Is Payjoin? How It Differs from Coinjoin 02:54 How Chain Analysis Works: The Common Input Heuristic Explained 04:10 Payjoin's Limitations: Counterparty Privacy Trade-Offs 04:40 Wallet Fingerprints: The Attack That Deanonymizes Payjoins 06:58 Building Open-Source Chain Analysis to Fight Chainalysis 08:16 From Payjoin to Multi-Party Coinjoins: The NS1R Design 10:14 Intersection Attacks and Measuring Privacy Across the Transaction Graph 13:20 Roadmap: A Dozen New Wallet Integrations and Privacy Research Ahead #Bitcoin #BitcoinPrivacy #Payjoin #PayjoinDevKit #Coinjoin #ChainAnalysis #WalletFingerprints #BitcoinDevelopment #BitcoinConference #BitcoinMagazine #ArminSabouri #Shinobi #Spiral #OpenSats #CakeWallet #BullBitcoin #OpenSource #BitcoinWallets #PrivacyTech #BitcoinResearch #BIP77 #CounterpartyPrivacy #TransactionGraph #BitcoinDev #PrivacyByDefault