Route anomalies can quickly propagate into path detours, packet loss, and service degradation. However, existing pipelines are often centralized: routers export telemetry to a controller, the controller performs data cleaning and diagnosis, and mitigation actions are then pushed back to the network. This observe-then-r...
Hang Cui, Cenjie Hu, Ze-Xin Wang et al.· Conference on Applications,...· 0 citations
Large language model (LLM)-based agents increasingly connect model-generated decisions to security-sensitive software capabilities such as command execution, filesystem access, network communication, browser control, and external tools. Existing analyses often use predefined sensitive operations as anchors, but operati...
Time series anomaly detection (TSAD) plays a pivotal role in domains ranging from industrial automation to IT operations and healthcare monitoring. Despite significant advances in point-wise outlier detection, real anomalies are often not obvious spikes. Instead, they frequently manifest as mechanism shifts, subtle cha...
Hang Cui, Ze-Xin Wang, Changhua Pei et al.· Proceedings of the 32nd ACM...· 0 citations
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