XAI for intrusion detection system: comparing explanations based on global and local scope

Swetha Hariharan, R. R. Rejimol Robinson, Rendhir R. Prasad, Ciza Thomas, N. Balakrishnan

2022Journal of Computer Virology and Hacking Techniques78 citationsDOI

Topics & Concepts

Computer scienceIntrusion detection systemMachine learningArtificial intelligenceBoosting (machine learning)Consistency (knowledge bases)Scope (computer science)Stability (learning theory)Field (mathematics)Gradient boostingRandom forestData miningProgramming languagePure mathematicsMathematicsExplainable Artificial Intelligence (XAI)Anomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine Learning