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Welcome to DISCRYPT, a dynamic research group from Universitat Autònoma de Barcelona dedicated to advancing knowledge in cybersecurity, cryptography, blockchain technologies, and data privacy.

  • 935813049
  • Edifici Q, Carrer de les Sitges, 08193 Barcelona
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Blogs

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by Gorka Pineda Burgueño
December 2, 2025
Bitcoin Core, Bitcoin Node, Data Science, Machine Learning, Performance Optimization, Uncategorized, UTXO Management

Predictive Caching for Bitcoin Core: Enhancing UTXO Set Management with Machine Learning

If you’ve ever wondered why running a Bitcoin node requires beefy hardware, you’re not alone. The challenge boils down to something called the UTXO set, essentially Bitcoin’s address book...
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by Daniel Molina
December 2, 2025
Blockchain Security, Cryptoeconomics, Ethereum, Proof of Stake, Risk Analysis, Staking, Uncategorized

A Risk Analysis of Non-custodial Staking in Ethereum

by Daniel Molina & Jordi Herrera-Joancomartí — November 2025 The challenge of decentralization security When Ethereum transitioned from Proof of Work to Proof of Stake (PoS), it didn’t just...
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by Domènec Madrid Hernández
October 1, 2025
Blockchain Security, Privacy & Anonimity, Research, Security Alerts, Signature Schemes

Covert-Nonce Channel Attacks in Bitcoin Hardware Wallets

When we talk about self-custody and protecting our bitcoins, we understand that the seed used to generate our private keys must be completely isolated and stored securely. The best-known...
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by Sergi Morales Duque
September 26, 2025
Cryptographic Primitives, Quantum Cryptography, Research, Security Alerts, Signature Schemes

Quantum threat on Bitcoin

Bitcoin and cryptocurrencies in general use cryptography to ensure the ownership of coins, among many other aspects. The security is based on “hard” problems that guarantee the basic properties,...
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by Pol Espinasa i Vilarrasa
September 16, 2025
Bitcoin Core, Bitcoin-Cli, Layer 1, Nodes

How UTXO set can help us synchronize a Bitcoin node

Accelerating Bitcoin Initial Sync with the UTXO Set We’ve all experienced situations where our Bitcoin node stops working—maybe the Raspberry Pi crashes, the disk fails, or we simply need...
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by David Corral Urbano
July 25, 2025
Docker & Deployment, Machine Learning, On-Chain Analytics, Privacy & Anonimity, Testnet/Mainnet Clone, Wallet Fingerprint, Wallets

Wallet fingerprinting in Bitcoin and its privacy implications

We are currently carrying out an in-depth study on wallet fingerprinting in Bitcoin, aiming to understand how different wallets — both software and hardware — shape transactions and what...
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by Biel Castellarnau Ruiz
July 25, 2025
Replace By Fee, Transaction Security, Uncategorized, UTXO Management, Wallets, Zero-Confirmation

Replace By Fee

Transaction fees play a fundamental role in the proper functioning of the Bitcoin protocol. These fees act as an economic incentive for miners, who compete to create a block...
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by Mario Amador Hurtado
July 23, 2025
Blockchain Security, Machine Learning, Malware

Class Imbalance in Bitcoin Illicit Activity Data

Introduction Detecting malicious activity in cryptocurrency networks like Bitcoin relies on datasets labeled with licit and illicit transactions. However, these datasets often suffer from class imbalance: the number of...
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by Biel Castellarnau Ruiz
May 6, 2025
Blockchain Security, Cryptographic Primitives, Decoy Selection, Monero, Privacy & Anonimity, Research, Ring Signatures, RingCT

Ring Signatures in Monero

Introduction Ring Signatures Overview The main idea behind ring signatures is that a user $u$, who is part of a user group $$R = {\,u_1,\,u_2,\,\dots,\,u_i},$$ can sign a message...
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by Domènec Madrid Hernández
April 25, 2025
Bitcoin Core, Docker & Deployment, Layer 1, Research, SegWit & Taproot from Genesis, Testnet/Mainnet Clone, Wallet Fingerprint

Building Your Own Mainnet

During my initial research period at UAB, I began developing a replica of the real Bitcoin mainnet. While this might sound unusual—especially given the existence of testnet and regtest...
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Recent Posts

  • Predictive Caching for Bitcoin Core: Enhancing UTXO Set Management with Machine Learning
  • A Risk Analysis of Non-custodial Staking in Ethereum
  • Covert-Nonce Channel Attacks in Bitcoin Hardware Wallets
  • Quantum threat on Bitcoin
  • How UTXO set can help us synchronize a Bitcoin node

Recent Comments

  1. satoshi on How UTXO set can help us synchronize a Bitcoin node
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Focused on the design, analysis, and implementation of cryptographic protocols and privacy-preserving technologies for decentralized systems.

  • Edifici Q, Carrer de les Sitges, 08193 Barcelona
  • 935813049

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December 2, 2025
Predictive Caching for Bitcoin Core: Enhancing UTXO Set Management with
September 16, 2025
How UTXO set can help us synchronize a Bitcoin node
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