black-box-attacks

There are 3 repositories under black-box-attacks topic.

airbnb / artificial-adversary
🗣️ Tool to generate adversarial text examples and test machine learning models against them
adversarial-examples black-box-attacks black-box-benchmarking classification data-mining data-science machine-learning metrics python python2 python3 spam spam-classification spam-detection spam-filtering text text-analysis text-classification text-mining text-processing
Language:Python 391
square-attack
max-andr / square-attack
Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
adversarial-attacks black-box-attacks zeroth-order-optimization random-search adversarial-robustness robustness
Language:Python 142
kenny-co / procedural-advml
Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)
deep-convolutional-networks procedural-noise-functions black-box-attacks gabor-noise noise perlin-noise adversarial-attacks adversarial-machine-learning adversarial-examples universal-adversarial-perturbations procedural-noise keras papers
Language:Jupyter Notebook 53
hmdolatabadi / AdvFlow
[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".
normalizing-flows adversarial-machine-learning black-box-attacks neurips-2020
Language:Python 43
fra31 / sparse-rs
Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks
adversarial-attacks adversarial-frames adversarial-patches black-box-attacks l0 random-search sparse-attacks
Language:Python 42
fra31 / sparse-imperceivable-attacks
Sparse and Imperceivable Adversarial Attacks (accepted to ICCV 2019).
adversarial-attacks black-box-attacks l0-attacks white-box-attacks
Language:Python 40
TrustworthyDL / LeBA
[NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback
simba attack adversarial-attack black-box black-box-attacks leba
Language:Python 34
HangJie720 / Ensemble_Adversarial_Attack
Ensemble Adversarial Black-Box Attacks against Deep Learning Systems Trained by MNIST, USPS and GTSRB Datasets
adversarial-training black-box-attacks deep-learning diversity-measurement ensemble-learning transferability
Language:Python 33
ricvolpi / domain-shift-robustness
Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019
domain-generalization adversarial-attacks black-box-attacks adversarial-training combinatorial-search evolution-algorithm
Language:Python 26
Jack-lx-jiang / VBAD
Black-box Adversarial Attacks on Video Recognition Models. (VBAD)
black-box-attacks adversarial-examples adversarial-attacks adversarial-machine-learning
Language:Python 25
qwqoro / ML-Talk
📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools
adversarial-attacks adversarial-examples attack-model black-box-attacks black-box-model conference conference-talk evasion-attack evasion-attacks fast-track model-attack model-extraction model-inversion model-inversion-attack model-inversion-attacks talk talk-materials talk-notes talk-slides
Language:Jupyter Notebook 13
fiveai / GFCS
Code for the ICLR 2022 paper "Attacking deep networks with surrogate-based adversarial black-box methods is easy"
adversarial-attacks machine-learning black-box-attacks deep-learning
Language:Python 8
wuhanstudio / blackbox-adversarial-toolbox
Distributed Black-Box Attacks against Image Classification.
ai attack black-box-attacks
Language:Python 7
wuhanstudio / DeepAPI
Deep Learning Cloud Service for Black-Box Adversarial Attacks
adversarial-attacks black-box-attacks deep-learning image-classification
Language:Python 5
wi-pi / rethinking-image-scaling-attacks
[ICML 2022] Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems
adversarial-attacks adversarial-examples machine-learning preprocessing black-box-attacks machine-learning-systems decision-based-attacks preprocessors preprocessing-defenses
Language:Python 4
wuhanstudio / adversarial-classification
Distributed Black-Box attacks against Image Classification.
adversarial-attacks black-box-attacks image-classification
Language:Jupyter Notebook 4
AngusG / tflite-android-black-box-attacks
adversarial-attacks adversarial-example android black-box-attacks tensorflow-lite
Language:Java 3
quqixun / AdversarialAttack
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.
adversarial-attacks targeted-adversarial-attacks non-targeted-adversarial-attacks white-box-attacks black-box-attacks imagenet
Language:Python 2
iamgroot42 / blackboxsok
Code for 'SoK: Pitfalls in Evaluating Black-Box Attacks' , SaTML 2024.
adversarial-machine-learning black-box-attacks
Language:Jupyter Notebook 1
Raghu150999 / BILEAT_E2E_ABSA
BERT based deep neural network for aspect-based sentiment analysis.
bert nlp deep-learning adversarial-machine-learning aspect-based-sentiment-analysis black-box-attacks white-box-attacks
Language:Python 1
acristofari / ord
Derivative-free solver for the minimization of a function over the convex hull of a set of vectors
optimization derivative-free-optimization derivative-free optimization-algorithms black-box-optimization black-box-attacks adversarial-attacks
Language:MATLAB 0
GZHU-DVL / DMA
Code for paper "Boosting Query Effificiency of Meta Attack with Dynamic Fine-tuning"
adversarial-attacks black-box-attacks
Language:Python