Countering the Ability to Trick Machine Learning

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Countering the Ability to Trick Machine Learning

With society becoming dependent on Machine Learning for things like facial recognition to optimizing power generation, there is significant research being conducted on how to cause the learning algorithms to produce undesirable results using falsified or tainted data. While this research is becoming more understood, the research on countering these types of attacks is not as advanced. During this projects, ACI researchers taught cadets basic Machine Learning principles, exposed to a number of different techniques used to fool Machine Learning and asked to participate in investigative research on countering these techniques.

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USMA, research, ACI, Army, Machine Learning, tensorflow

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