Enhancing Malware Detection Through Machine Learning Using XAI with SHAP Framework

Nihala Basheer, Bernardi Pranggono, Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis. Enhancing Malware Detection Through Machine Learning Using XAI with SHAP Framework. In Ilias Maglogiannis, Lazaros S. Iliadis, John MacIntyre, Markos Avlonitis, Antonios Papaleonidas, editors, Artificial Intelligence Applications and Innovations - 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024, Proceedings, Part I. Volume 711 of IFIP Advances in Information and Communication Technology, pages 316-329, Springer, 2024. [doi]

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