2 papers
cs.CR2026
TrajAD: Trajectory Anomaly Detection for Trustworthy LLM Agents
Yibing Liu, Chong Zhang, Zhongyi Han +5
We address the problem of runtime trajectory anomaly detection, a critical capability for enabling trustworthy LLM agents. Current safety measures predominantly focus on static inp…
cs.SE2025
SmartFL: Semantics Based Probabilistic Fault Localization
Yiqian Wu, Yujie Liu, Yi Yin +5
Testing-based fault localization has been a research focus in software engineering in the past decades. It localizes faulty program elements based on a set of passing and failing t…