Ruisheng Shi
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126
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2026
Deanonymizing Bitcoin Transactions via Network Traffic Analysis with Semi-supervised Learning
The paper proposes NTSSL, a novel semi-supervised method that combines network traffic analysis and transaction clustering to significantly improve the deanonymization of Bitcoin transactions.
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Papers
cs.CRRecentMar 18, 2026
Deanonymizing Bitcoin Transactions via Network Traffic Analysis with Semi-supervised Learning
Shihan Zhang, Bing Han, Chuanyong Tian, Ruisheng Shi +2 more
The paper proposes NTSSL, a novel semi-supervised method that combines network traffic analysis and transaction clustering to significantly improve the deanonymization of Bitcoin transactions.
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