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]

@inproceedings{ZhangCLZSLG22,
  title = {A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System},
  author = {Hangsheng Zhang and Yu Chen and Weiyu Liu and Shangyuan Zhuang and Jiyan Sun and YinLong Liu and Liru Geng},
  year = {2022},
  doi = {10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00101},
  url = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00101},
  researchr = {https://researchr.org/publication/ZhangCLZSLG22},
  cites = {0},
  citedby = {0},
  pages = {554-561},
  booktitle = {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},
  publisher = {IEEE},
  isbn = {979-8-3503-1993-4},
}