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Xin-Feng Li

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#artificial intelligence Preprint Oct 2026

JANUS: Synthesizing Cross-Layer Defenses Against Web Deserialization Attacks

Unsafe deserialization turns untrusted data into attacker-controlled execution, and a single vulnerability can admit diverse exploit variants that evade defenses tailored to a known exploit. Existing defenses typically operate at a single enforcement point with limited visibility into the full attack. Combining control...

Ruo-Zhao Yang, Ming-Lang Li, Jiongchi Yu et al. · 0 citations

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