A diffusion-based counterfactual explanation method for network intrusion detection, with distilled fast sampling and decision-tree global rules, is evaluated against six baselines on three NIDS datasets.
AI-Driven Zero Touch Network and Service Management in 5G and Beyond: Challenges and Research Directions
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Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection
A diffusion-based counterfactual explanation method for network intrusion detection, with distilled fast sampling and decision-tree global rules, is evaluated against six baselines on three NIDS datasets.