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BTC-FUSION: Fusing Bitcoin Peer-to-Peer Network Metadata with On-Chain Analytics for Explainable Lead Generation and Risk-Controlled Attribution

BTC-FUSION is an offline system that fuses Bitcoin P2P network metadata with on-chain analytics to generate explainable, risk-controlled leads for illicit activity detection by employing a CoinJoin-aware resolver, gradient-boosted ranking, and a strict error-bounded answering policy, while acknowledging limitations in attribution accuracy against specific adversarial conditions.

Original authors: Harshit Kumar Sengar, Yury Trochin, Tanav Dwivedi, Akshat Prasad, Ashwani Kumar, Tanvi Goel

Published 2026-10-20
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Original authors: Harshit Kumar Sengar, Yury Trochin, Tanav Dwivedi, Akshat Prasad, Ashwani Kumar, Tanvi Goel

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

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