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cs.CV2024
Sparse patches adversarial attacks via extrapolating point-wise information
Yaniv Nemcovsky, Avi Mendelson, Chaim Baskin
Sparse and patch adversarial attacks were previously shown to be applicable in realistic settings and are considered a security risk to autonomous systems. Sparse adversarial pertu…
cs.CV2022
Physical Passive Patch Adversarial Attacks on Visual Odometry Systems
Yaniv Nemcovsky, Matan Jacoby, Alex M. Bronstein +1
Deep neural networks are known to be susceptible to adversarial perturbations -- small perturbations that alter the output of the network and exist under strict norm limitations. W…