Mature companies should conduct red team attacks against their machine-learning systems to suss out their weaknesses and shore up their defenses, a Microsoft researcher told virtual attendees at the USENIX ENIGMA Conference this week. As part of the company’s research into the impact of attacks on machine learning, Microsoft’s internal red team recreated a machine-learning automated system that assigns hardware resources in response to cloud requests.

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