1 code implementation • 18 Feb 2018 • Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia, Mung Chiang, Prateek Mittal
In this paper, we propose and examine security attacks against sign recognition systems for Deceiving Autonomous caRs with Toxic Signs (we call the proposed attacks DARTS).
1 code implementation • 9 Jan 2018 • Chawin Sitawarin, Arjun Nitin Bhagoji, Arsalan Mosenia, Prateek Mittal, Mung Chiang
Our attack pipeline generates adversarial samples which are robust to the environmental conditions and noisy image transformations present in the physical world.