Architectural Backdoors in Deep Learning: A Survey of Vulnerabilities, Detection, and Defense

Victoria Childress, Josh Collyer, Jodie Knapp

Architectural backdoors pose an under-examined but critical threat to deep neural networks, embedding malicious logic directly into a model's computational graph. Unlike traditiona…