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A defensive strategy for detecting targeted adversarial poisoning attacks in machine learning trained malware detection models

Wood, Adrian MichaelEdith Cowan University, Research Online, Perth, Western Australia2021

… In this research, a targeted adversarial poisoning attack was developed to allow Zero-day malware files, which were originally classified as malicious, to bypass detection by being misclassified as benign files. An adversarial poisoning attack occurs when an attacker can inject …

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