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Top 4 black-box-attacks open source projects

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

✭ 89

python random-search robustness adversarial-attacks black-box-attacks zeroth-order-optimization adversarial-robustness

domain-shift-robustness

Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019

✭ 22

python shell combinatorial-search adversarial-attacks black-box-attacks evolution-algorithm adversarial-training domain-generalization

Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks

✭ 24

python random-search l0 adversarial-attacks black-box-attacks sparse-attacks adversarial-patches adversarial-frames

procedural-advml

Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)

✭ 47

Jupyter Notebook python keras noise papers perlin-noise deep-convolutional-networks adversarial-machine-learning adversarial-examples universal-adversarial-perturbations adversarial-attacks black-box-attacks procedural-noise-functions gabor-noise procedural-noise

1-4 of 4 black-box-attacks projects