Presented By:
Debin Gao, Michael K. Reiter, Senior Member, IEEE Computer Society, and Dawn Song

Abstract—Many host-based anomaly detection techniques have been proposed to detect code-injection attacks on servers. The vast majority, however, are susceptible to “mimicry” attacks in which the injected code masquerades as the original server software,including returning the correct service responses, while conducting its attack. “Behavioral distance,” by which two diverse replicas processing the same inputs are continua ....etc

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BEHAVIORAL CLONING
Abstract
Controlling a complex dynamic system such as a plane or a crane usually requires a skilled operator. Such a control skill is typically hard to reconstruct through introspection. Therefore an attractive approach to the reconstruction of control skill involves machine learning from operators control traces also known as behavioral cloning. Behavioral cloning is a method by which a machine learns control skills through observing what a human controller would do in a certain set of circumstances. It seeks to bu ....etc

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Abstract :-
Many host-based anomaly detection techniques have been proposed to detect code-injection attacks on servers. The vastmajority, however, are susceptible to mimicry attacks in which the injected code masquerades as the original server software,including returning the correct service responses, while conducting its attack. Behavioral distance, by which two diverse replicasprocessing the same inputs are continually monitored to detect divergence in their low-level (system-call) behaviors and hencepotentially the compromise of one of t ....etc

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