eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models Authors: Paul R. B. Houssel, Siamak Layeghy, Priyanka Singh, Marius Portmann | Published: 2025-07-22 Relationship of AI SystemsNetwork Traffic AnalysisExplainability Evaluation 2025.07.22 2025.07.24 Literature Database
Evaluating Explanation Methods for Deep Learning in Security Authors: Alexander Warnecke, Daniel Arp, Christian Wressnegger, Konrad Rieck | Published: 2019-06-05 | Updated: 2020-04-27 Dataset AnalysisDeep Learning TechnologyExplainability Evaluation 2019.06.05 2025.05.28 Literature Database
Understanding Black-box Predictions via Influence Functions Authors: Pang Wei Koh, Percy Liang | Published: 2017-03-14 | Updated: 2020-12-29 PoisoningImprovement of LearningExplainability Evaluation 2017.03.14 2025.05.28 Literature Database