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

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Shun-Rong Jiang

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Conference Aug 2026

Structure-guided Multi-branch Graph Fusion for Smart Contract Vulnerability Detection

Smart contract vulnerability detection is essential for ensuring the security and reliability of blockchain applications. Existing program analysis methods rely heavily on handcrafted rules and often generalize poorly to contracts with complex control flow, whereas many learning-based methods depend on a single graph r...

Yuxuan Tai, He-Mu Li, Dong-Wu Dai et al. · 0 citations
Conference Aug 2026

DAD-FL: Defending Federated Learning Against Poisoning Attacks via Cosine Similarity and Gaussian Mixture Modeling

Federated learning (FL) enables collaborative model training without centralizing raw data, but its open participation mechanism makes the training process vulnerable to poisoning attacks. In realistic deployments, this problem is further aggravated by non-independent and identically distributed (Non-IID) data, because...

Chang-Wei Du, Shun-Rong Jiang · 0 citations

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