Detecting and Eliminating Neural Network Backdoors Through Active Paths with Application to Intrusion Detection

Eirik Høyheim, Magnus Wiik Eckhoff, Gudmund Grov +2

Machine learning backdoors have the property that the machine learning model should work as expected on normal inputs, but when the input contains a specific $\text{trigger}$, it…