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black-box-attacks

Here are 14 public repositories matching this topic...

airbnb / artificial-adversary

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🗣️ Tool to generate adversarial text examples and test machine learning models against them

python spam data-science machine-learning text-mining data-mining text-classification metrics text text-analysis python3 classification text-processing python2 spam-filtering spam-detection spam-classification adversarial-examples black-box-attacks black-box-benchmarking

Updated Oct 14, 2018
Python

square-attack

max-andr / square-attack

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

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

Updated Jul 2, 2020
Python

kenny-co / procedural-advml

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

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

Updated Dec 21, 2020
Jupyter Notebook

hmdolatabadi / AdvFlow

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[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".

normalizing-flows adversarial-machine-learning black-box-attacks neurips-2020

Updated Sep 8, 2021
Python

HangJie720 / Ensemble_Adversarial_Attack

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Ensemble Adversarial Black-Box Attacks against Deep Learning Systems Trained by MNIST, USPS and GTSRB Datasets

deep-learning ensemble-learning diversity-measurement black-box-attacks adversarial-training transferability

Updated Dec 16, 2019
Python

fra31 / sparse-imperceivable-attacks

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Sparse and Imperceivable Adversarial Attacks (accepted to ICCV 2019).

adversarial-attacks black-box-attacks l0-attacks white-box-attacks

Updated Nov 8, 2020
Python

fra31 / sparse-rs

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

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

Updated Dec 15, 2020
Python

ricvolpi / domain-shift-robustness

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

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

Updated Mar 17, 2020
Python

TrustworthyDL / LeBA

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[NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback

black-box attack simba black-box-attacks adversarial-attack leba

Updated Mar 8, 2021
Python

Jack-lx-jiang / VBAD

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Black-box Adversarial Attacks on Video Recognition Models. (VBAD)

adversarial-machine-learning adversarial-examples adversarial-attacks black-box-attacks

Updated Oct 28, 2019
Python

Raghu150999 / BILEAT_E2E_ABSA

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BERT based deep neural network for aspect-based sentiment analysis.

nlp deep-learning bert adversarial-machine-learning aspect-based-sentiment-analysis black-box-attacks white-box-attacks

Updated Dec 23, 2020
Python

AngusG / tflite-android-black-box-attacks

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android adversarial-example adversarial-attacks tensorflow-lite black-box-attacks

Updated Apr 10, 2018
Java

quqixun / AdversarialAttack

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Attack models that are pretrained on ImageNet. (1) Attack single model or multiple models. (2) Apply white-box attacks or black-box attacks. (3) Apply non-targeted attacks or targeted attacks.

imagenet adversarial-attacks black-box-attacks white-box-attacks targeted-adversarial-attacks non-targeted-adversarial-attacks

Updated Feb 13, 2020
Python

acristofari / ord

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Derivative-free solver for the minimization of a function over the convex hull of a set of vectors

optimization black-box-optimization optimization-algorithms derivative-free adversarial-attacks black-box-attacks derivative-free-optimization

Updated Jul 7, 2021
MATLAB

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