Conference
Open access
Sep 2026
No More Shortcuts: Network Traffic Anomaly Detection via Bidirectional Prediction
This work proposes BiPred, the first prediction-based detection paradigm for NTAD, which not only eliminates shortcut learning by design but also establishes explicit bidirectional contextual dependencies, making it more sensitive to anomalous traffic.
Xing-Lin Lian, Chengtai Cao, Fang Yu et al.
· Proceedings of the Thirty-Fi... · 0 citations