Towards XAI in the SOC - a user centric study of explainable alerts with SHAP and LIME

HÃ¥kon Svee Eriksson, Gudmund Grov. Towards XAI in the SOC - a user centric study of explainable alerts with SHAP and LIME. In Shusaku Tsumoto, Yukio Ohsawa, Lei Chen 0002, Dirk Van den Poel, Xiaohua Hu 0001, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan 0001, editors, IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. pages 2595-2600, IEEE, 2022. [doi]

Abstract

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