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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.

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  • Edifici Q, Carrer de les Sitges, 08193 Barcelona
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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...
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by Gorka Pineda Burgueño
April 7, 2025
Bitcoin Core, Layer 1, Machine Learning, Performance Optimization, Research, UTXO Management

Using Machine Learning to Speed Up Bitcoin Core

We’ve recently submitted our latest paper to the 2025 7th International Conference on Blockchain Computing and Applications (BCCA), which will take place in Croatia. In...
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Recent Posts

  • Is Hardware Wallet Fingerprinting Even Possible?
  • Implementing a Bitcoin Honeypot Address Protocol
  • Counting Quantum Vulnerable Bitcoins
  • Predictive Caching for Bitcoin Core: Enhancing UTXO Set Management with Machine Learning
  • A Risk Analysis of Non-custodial Staking in Ethereum

Recent Comments

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  4. amoxicillin interaction details on Covert-Nonce Channel Attacks in Bitcoin Hardware Wallets
  5. bronchitis respiratory symptoms on Quantum threat on Bitcoin
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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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Blogs

August 14, 2026
Is Hardware Wallet Fingerprinting Even Possible?
August 12, 2026
Counting Quantum Vulnerable Bitcoins
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