2 papers
cs.CR2026
DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction
Xuyang Liu, Yibin Han, Zhenwei Zhang +8
Large Language Model (LLM) agents offer a promising approach to attack chain reconstruction by retrieving and interpreting heterogeneous telemetry to infer ordered attacker actions…
cs.SE2026
Characterizing Robustness in Semantic Code Clone Detection
Zhiwei Xu, Weixian Deng, Xuyang Liu +5
Semantic code clone detection seeks to recognize shared functionality across different implementations, making robustness to behavior-preserving changes central to its effectivenes…