382 citations · 853 across the 32 of their papers we have counts for
Showing 2018 · cs.CRShow all
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cs.CR2018★ 178 cited
DARTS: Deceiving Autonomous Cars with Toxic Signs
Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia +2
Sign recognition is an integral part of autonomous cars. Any misclassification of traffic signs can potentially lead to a multitude of disastrous consequences, ranging from a life-…
cs.CR2018★ 25 cited
Rogue Signs: Deceiving Traffic Sign Recognition with Malicious Ads and Logos
Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia +2
We propose a new real-world attack against the computer vision based systems of autonomous vehicles (AVs). Our novel Sign Embedding attack exploits the concept of adversarial examp…