Robust Backdoor Detection for Deep Learning via Topological Evolution Dynamics

Xiaoxing Mo, Yechao Zhang, Leo Yu Zhang +5

A backdoor attack in deep learning inserts a hidden backdoor in the model to trigger malicious behavior upon specific input patterns. Existing detection approaches assume a metric…