Need for Speed: Taming Backdoor Attacks with Speed and Precision

Modern deep neural network models (DNNs) require extensive data for optimal performance, prompting reliance on multiple entities for the acquisition of training datasets. One prominent security threat is backdoor attacks where the adversary party poisons a small subset of training datasets to implan...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Ma, Zhuo, Yang, Yilong, Liu, Yang, Yang, Tong, Liu, Xinjing, Li, Teng, Qin, Zhan
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Backdoor Defense Inspection Machine Learning Privacy Rendering (computer graphics) Reverse engineering Runtime Toxicology Training
Online-Zugang:	Volltext bestellen
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