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cs.CV2022★ 1 cited
Adversarial Attack Against Image-Based Localization Neural Networks
Meir Brand, Itay Naeh, Daniel Teitelman
In this paper, we present a proof of concept for adversarially attacking the image-based localization module of an autonomous vehicle. This attack aims to cause the vehicle to perf…
cs.LG2022
Robustness through Cognitive Dissociation Mitigation in Contrastive Adversarial Training
Adir Rahamim, Itay Naeh
In this paper, we introduce a novel neural network training framework that increases model's adversarial robustness to adversarial attacks while maintaining high clean accuracy by…