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cs.CR2026
DIG: Oracle-Guided Directed Input Generation for One-Day Vulnerabilities
Andrew Bao, Haochen Zeng, Peng Chen +2
One-day vulnerabilities pose significant risks due to delayed or incomplete patch adoption. Generating proof-of-concept (PoC) inputs is therefore essential for assessing real-world…
cs.CR2025
PBFuzz: Agentic Directed Fuzzing for PoV Generation
Haochen Zeng, Andrew Bao, Jiajun Cheng +1
Proof-of-Vulnerability (PoV) input generation is a critical task in software security and supports downstream applications such as bug reproduction and patch validation. Generating…