A survey of machine learning methods and challenges for windows malware classification

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[PDF] arxiv.org

Backdoor attacks and countermeasures on deep learning: A comprehensive review

Y Gao, BG Doan, Z Zhang, S Ma, J Zhang, A Fu… - ar**
high-quality Yara rules to detect a malware family of interest can be labor-and time …
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[PDF] aaai.org

Out of distribution data detection using dropout bayesian neural networks

AT Nguyen, F Lu, GL Munoz, E Raff… - Proceedings of the …, 2022 - ojs.aaai.org
We explore the utility of information contained within a dropout based Bayesian neural
network (BNN) for the task of detecting out of distribution (OOD) data. We first show how …
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