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cs.SE2025
FuzzRDUCC: Fuzzing with Reconstructed Def-Use Chain Coverage
Kai Feng, Jeremy Singer, Angelos K Marnerides
Binary-only fuzzing often struggles with achieving thorough code coverage and uncovering hidden vulnerabilities due to limited insight into a program's internal dataflows. Traditio…
cs.CR2025
Distributed Log-driven Anomaly Detection System based on Evolving Decision Making
Zhuoran Tan, Qiyuan Wang, Christos Anagnostopoulos +3
Effective anomaly detection from logs is crucial for enhancing cybersecurity defenses by enabling the early identification of threats. Despite advances in anomaly detection, existi…
cs.CR2025
Distributed Temporal Graph Learning with Provenance for APT Detection in Supply Chains
Zhuoran Tan, Christos Anagnostopoulos, Jeremy Singer
Cyber supply chain, encompassing digital asserts, software, hardware, has become an essential component of modern Information and Communications Technology (ICT) provisioning. Howe…