Adversarial Example Detection Based on Improved GhostBusters

In various studies of attacks on autonomous vehicles (AVs), a phantom attack in which advanced driver assistance system (ADAS) misclassifies a fake object created by an adversary as a real object has been proposed. In this paper, we propose F-GhostBusters, which is an improved version of GhostBuster...

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Veröffentlicht in:	IEICE Transactions on Information and Systems 2022/11/01, Vol.E105.D(11), pp.1921-1922
Hauptverfasser:	KIM, Hyunghoon, SHIN, Jiwoo, JO, Hyo Jin
Format:	Artikel
Sprache:	eng
Schlagworte:	Advanced driver assistance systems adversarial examples convolutional neural network Fourier transformation image classification
Online-Zugang:	Volltext
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