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Insider threats are a growing problem in today's organizations. Detecting such attacks is especially challenging because most system owners and system administrators use networks to remotely manage the systems they are responsible for. In previous work, we introduced the Autonomic Violation Prevention System (AVPS) that has a scalable architecture to deal with such threats. This system uses low level...