Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
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Aug 2, 2023 - Python
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adversarial-machine-learning
Here are 262 public repositories matching this topic...
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
python machine-learning privacy ai attack extraction inference artificial-intelligence evasion red-team poisoning adversarial-machine-learning blue-team adversarial-examples adversarial-attacks trusted-ai trustworthy-ai
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Jun 24, 2025 - Python
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
nlp security machine-learning natural-language-processing data-augmentation adversarial-machine-learning adversarial-examples adversarial-attacks
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Jul 25, 2024 - Python
The Security Toolkit for LLM Interactions
transformers security-tools adversarial-machine-learning large-language-models llm prompt-engineering chatgpt llmops prompt-injection llm-security
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Jun 16, 2025 - Python
RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]
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Mar 31, 2025 - Python
T2F: text to face generation using Deep Learning
generative-adversarial-network gan text-to-image adversarial-machine-learning progressively-growing-gan
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May 14, 2022 - Python
Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"
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Oct 3, 2023 - Python
Papers and resources related to the security and privacy of LLMs 🤖
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Jun 8, 2025 - Python
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
nes pca bim benchmark-framework evolutionary spsa boundary adversarial-machine-learning distillation fgsm adversarial-attacks deepfool adversarial-robustness mi-fgsm mmlda hgd
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Oct 15, 2023 - Python
GraphGallery is a gallery for benchmarking Graph Neural Networks
graph models pytorch adversarial-machine-learning pyg geometric-deep-learning graph-neural-networks dgl graphgallery
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Aug 14, 2023 - Python
⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs
security-tools adversarial-machine-learning adversarial-attacks yara-scanner large-language-models llmops prompt-injection llm-security
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Jan 31, 2024 - Python
Provable adversarial robustness at ImageNet scale
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May 20, 2019 - Python
TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.
adversarial-machine-learning adversarial-attack transfer-attack adversarial-transferability blackbox-attack
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Jun 21, 2025 - Python
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
security machine-learning research pytorch adversarial backdoors adversarial-machine-learning federated-learning backdoor-attacks neural-trojan deep-learning-security ml-backdoors deep-learning-backdoors
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Feb 5, 2023 - Python
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
robustness adversarial-machine-learning adversarial-examples adversarial-defense robustness-verification ibp-bounds crown-bound certified-defense-models
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Mar 16, 2025 - Python
Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"
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Nov 9, 2019 - Python
Create adversarial attacks against machine learning Windows malware detectors
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Jun 19, 2025 - Python
A guided mutation-based fuzzer for ML-based Web Application Firewalls
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Mar 6, 2024 - Python
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
attack classification robust adversarial robustness adversarial-learning attack-defense adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks
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May 3, 2024 - Python
MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
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Apr 12, 2020 - Python
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