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 479 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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Dec 20, 2024 - 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
ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning.
agent ai jailbreak hacking assistant gpt leaks prompts adversarial-machine-learning gpt-3 gpt-4 llm prompt-engineering chatgpt prompt-injection prompt-security system-prompt
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Dec 9, 2024
A Toolbox for Adversarial Robustness Research
security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations
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Sep 14, 2023 - Jupyter Notebook
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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Nov 25, 2024 - Python
A curated list of useful resources that cover Offensive AI.
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Dec 7, 2024 - HTML
A curated list of adversarial attacks and defenses papers on graph-structured data.
security machine-learning data-mining deep-learning graph-algorithms survey awesome-list graph-data graph-attack literature-review adversarial-machine-learning adversarial-attacks
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Dec 15, 2023
RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]
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Dec 20, 2024 - 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
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, From InplusLab.
graph models pytorch adversarial-machine-learning pyg geometric-deep-learning graph-neural-networks dgl graphgallery
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Aug 14, 2023 - Python
Papers and resources related to the security and privacy of LLMs 🤖
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Nov 27, 2024 - Python
Provable adversarial robustness at ImageNet scale
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May 20, 2019 - Python
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
security machine-learning privacy deep-learning dbms paillier homomorphic-encryption differential-privacy adversarial-machine-learning adversarial-examples paillier-cryptosystem adversarial-attacks federated-learning k-anonymity model-inversion-attacks membership-inference evasion-attack poisoning-attacks
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May 10, 2024 - C++
A curated list of trustworthy deep learning papers. Daily updating...
security privacy deep-learning backdoor uncertainty ownership causality fairness watermarking poisoning robustness adversarial-machine-learning machine-unlearning interpretable-deep-learning ai-alignment green-ai membership-inference-attack hallucinations gradient-leakage out-of-distribution-generalization
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Dec 20, 2024
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
⚡ 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
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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Dec 10, 2024 - Python
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