Rogue Behavior Detection

Created on 2021-01-19T03:38:50-06:00

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Human activity is recorded in to a system of metrics such as CPU activity, RAM use, and the frequency they type keys on a keyboard.

Detecting changes in a computer's user by looking at the pattern they type keys, feeding it in to HTMs and checking if different key presses were predicted by the network.

HTMs learn spikes and occasional changes in load are normal for a user but still detect irregular activity.