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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Bo-Si Zhang

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Book Open access Oct 2026

SPSYN: Synthesizing DeFi Price-Manipulation Exploits via Semantic Recovery and State-Guided Search

Price manipulation is one of the most damaging vulnerability classes in decentralized finance (DeFi) protocols. Existing approaches mainly stop at warning generation or rely on rigid attack templates, and therefore struggle to determine whether a victim protocol is profitably exploitable under a concrete chain state. T...

Bo-Si Zhang, Ning-Yu He, Guang-Dong Bai et al. · 0 citations

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