Mate! Are You Really Aware? An Explainability-Guided Testing Framework for Robustness of Malware Detectors

Ruoxi Sun, Minhui Xue, Gareth Tyson, Tian Dong, Shaofeng Li, Shuo Wang, Haojin Zhu, Seyit Camtepe, Surya Nepal. Mate! Are You Really Aware? An Explainability-Guided Testing Framework for Robustness of Malware Detectors. In Satish Chandra 0001, Kelly Blincoe, Paolo Tonella, editors, Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2023, San Francisco, CA, USA, December 3-9, 2023. pages 1573-1585, ACM, 2023. [doi]

Authors

Ruoxi Sun

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Minhui Xue

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Gareth Tyson

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Tian Dong

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Shaofeng Li

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Shuo Wang

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Haojin Zhu

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Seyit Camtepe

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Surya Nepal

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