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08/17/2023
Towards a Practical Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via Randomized Smoothing
Malware detectors based on deep learning (DL) have been shown to be susc...
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06/16/2023
Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks
Malware detectors based on machine learning (ML) have been shown to be s...
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06/12/2022
Fusing Feature Engineering and Deep Learning: A Case Study for Malware Classification
Machine learning has become an appealing signature-less approach to dete...
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11/18/2021