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DeepWeave: Weaving Neural and Symbolic Evidence for ML-Based Network Intrusion Detection System

Saad, Raoul et al.
arXiv (All) · Papers
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cryptography-and-securitymachine-learningnetworking-and-internet-architecture
Machine learning-based network intrusion detection systems can recognize complex traffic patterns, but often require substantial labelled attack data, degrade under deployment shift, and provide limited evidence for analysts. We present DeepWeave, a probabilistic neuro-symbolic Network Intrusion Det
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