Search Results for author: Wenying Wei

Found 2 papers, 1 papers with code

Explanation-Guided Fairness Testing through Genetic Algorithm

1 code implementation16 May 2022 Ming Fan, Wenying Wei, Wuxia Jin, Zijiang Yang, Ting Liu

ExpGA employs the explanation results generated by interpretable methods to collect high-quality initial seeds, which are prone to derive discriminatory samples by slightly modifying feature values.

Attribute Fairness +1

Can We Trust Your Explanations? Sanity Checks for Interpreters in Android Malware Analysis

no code implementations13 Aug 2020 Ming Fan, Wenying Wei, Xiaofei Xie, Yang Liu, Xiaohong Guan, Ting Liu

For this reason, a variety of explanation approaches are proposed to interpret predictions by providing important features.

Cryptography and Security Software Engineering

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