Dan Lin
1 indexed paper
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126
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Crypto×1Social Networks×1
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2026
UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains
UniDetect is a novel LLM-driven method that detects cross-chain cryptocurrency fraud by generating generalized transaction summaries, significantly outperforming existing detection techniques across multiple blockchains.
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Papers
cs.CRcs.SIRecentApr 14, 2026
UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains
Shuyi Miao, Wangjie Qiu, Shengda Zhuo, Fei Shen +4 more
UniDetect is a novel LLM-driven method that detects cross-chain cryptocurrency fraud by generating generalized transaction summaries, significantly outperforming existing detection techniques across m…
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