The "Beatrix'' Resurrections: Robust Backdoor Detection via Gram Matrices

Deep Neural Networks (DNNs) are susceptible to backdoor attacks during training. The model corrupted in this way functions normally, but when triggered by certain patterns in the input, produces a predefined target label. Existing defenses usually rely on the assumption of the universal backdoor set...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Ma, Wanlun, Wang, Derui, Sun, Ruoxi, Xue, Minhui, Wen, Sheng, Xiang, Yang
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Cryptography and Security
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!