Manos Panaousis

Balancing explainability strength and privacy in counterfactual explanations for insider threat detection

2026 · Greenwich Academic Literature Archive (University of Greenwich)

Explainable AI (XAI) methods, such as counterfactual explanations, help make model decisions more transparent and actionable. However, they can unintentionally reveal sensitive information, which is a critical concern in security settings such as insider threat …