FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques
Hong Liu, Chen Zhong, Awny Alnusair, Sheikh Rabiul Islam
Topics & Concepts
Computer scienceFalse positive paradoxIntrusion detection systemQuality (philosophy)IntrusionComputer securityData qualityData miningData scienceArtificial intelligenceService (business)GeologyPhilosophyEpistemologyEconomyGeochemistryEconomicsExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningAnomaly Detection Techniques and Applications