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A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System

Hangsheng Zhang, Yu Chen, Weiyu Liu, Shangyuan Zhuang, Jiyan Sun, YinLong Liu, Liru Geng. A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System. In 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application, HPCC/DSS/SmartCity/DependSys 2022, Hainan, China, December 18-20, 2022. pages 554-561, IEEE, 2022. [doi]

Authors

Hangsheng Zhang

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Yu Chen

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Weiyu Liu

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Shangyuan Zhuang

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Jiyan Sun

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YinLong Liu

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Liru Geng

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