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title
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2025-12-31 14:59:50
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Home - Kai Chen's Homepage Kai Chen Home Research Publication Tool People [中文] Professor Kai Chen received his Ph.D. degree in the University of Chinese Academy of Science in 2010; then he joined the Chinese Academy of Science in January 2010. He became the Associate Professor in September 2012 and became the full Professor in October 2015. His research interests include software and system security, artificial intelligence security, intelligent terminal security, privacy protection. Here are some of the latest interesting works: Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing We evaluate the faithfulness of explanation methods and find that traditional tests on faithfulness encounter the random dominance problem, ie, the random selection performs the best, especially for complex data. To further solve this problem, we propose three trend-based faithfulness tests and em...
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