ECLIPSE, a black-box attack using Gaussian-blurred gradient estimates and surrogate-based masking, achieves a better trade-off among compression robustness, spectral detection evasion, and human invisibility than SimBA, SimBA-DCT, and Square Attack.
European Conference on Computer Vision (2020)
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How stealthy is stealthy? Studying the Efficacy of Black-Box Adversarial Attacks in the Real World
ECLIPSE, a black-box attack using Gaussian-blurred gradient estimates and surrogate-based masking, achieves a better trade-off among compression robustness, spectral detection evasion, and human invisibility than SimBA, SimBA-DCT, and Square Attack.