Topic: adversarial-machine-learning Goto Github

👇 Here are 434 public repositories matching this topic...

akanimax / msg-gan-v1
adversarial-machine-learning,MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
User: akanimax
msg-gan gan machine-learning deep-learning adversarial-machine-learning celeba

akanimax / pro_gan_pytorch
adversarial-machine-learning,Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"
User: akanimax
gan pytorch convolutional-neural-network adversarial-machine-learning progressive-growing-of-gans

akanimax / t2f
adversarial-machine-learning,T2F: text to face generation using Deep Learning
User: akanimax
gan generative-adversarial-network adversarial-machine-learning progressively-growing-gan text-to-image

alfa-group / robust-adv-malware-detection
adversarial-machine-learning,[IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O’Reilly
Organization: alfa-group
deep-learning malware binary-encoded adversarial-networks adversarial-machine-learning cybersecurity optimization saddlepoint-approximation

ashafahi / free_adv_train
adversarial-machine-learning,Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
User: ashafahi
Home Page: https://arxiv.org/abs/1904.12843
adversarial-machine-learning adversarial-attacks adversarial-learning adversarial-example adversarial-examples adversarial attack-defense attack robust robustness

avalz / waf-a-mole
adversarial-machine-learning,A guided mutation-based fuzzer for ML-based Web Application Firewalls
User: avalz
web web-security web-application-firewall machine-learning adversarial-machine-learning

bogdan-kulynych / textfool
adversarial-machine-learning,Plausible looking adversarial examples for text classification
User: bogdan-kulynych
machine-learning adversarial-machine-learning adversarial-samples deep-learning

borealisai / advertorch
adversarial-machine-learning,A Toolbox for Adversarial Robustness Research
Organization: borealisai
pytorch adversarial-examples adversarial-example adversarial-perturbations adversarial-attacks adversarial-machine-learning adversarial-learning robustness toolbox security

brysef / rfml
adversarial-machine-learning,Radio Frequency Machine Learning with PyTorch
User: brysef
pytorch pytorch-tutorial deep-learning adversarial-machine-learning wireless-communication cognitive-radio signal-classification

chawins / llm-sp
adversarial-machine-learning,Papers and resources related to the security and privacy of LLMs 🤖
User: chawins
Home Page: https://chawins.github.io/llm-sp
adversarial-machine-learning awesome-list llm llm-privacy llm-security privacy security

chenhongge / stateadvdrl
adversarial-machine-learning,[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"
User: chenhongge
Home Page: http://arxiv.org/abs/2003.08938
reinforcement-learning adversarial-machine-learning adversarial-attacks

cyberalbsecop / awesome_gpt_super_prompting
adversarial-machine-learning,ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning.
User: cyberalbsecop
adversarial-machine-learning chatgpt gpt gpt-3 gpt-4 hacking jailbreak leaks llm prompt-engineering

deadbits / vigil-llm
adversarial-machine-learning,⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs
User: deadbits
Home Page: https://vigil.deadbits.ai/
llm-security prompt-injection adversarial-attacks adversarial-machine-learning large-language-models llmops yara-scanner security-tools

ebagdasa / backdoors101
adversarial-machine-learning,Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
User: ebagdasa
adversarial adversarial-machine-learning backdoor-attacks backdoors deep-learning-backdoors deep-learning-security federated-learning machine-learning ml-backdoors neural-trojan pytorch research security

edisonleeeee / graphgallery
adversarial-machine-learning,GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab.
User: edisonleeeee
graph-neural-networks models graph geometric-deep-learning pytorch graphgallery adversarial-machine-learning dgl pyg

edisonleeeee / rs-adversarial-learning
adversarial-machine-learning,A curated collection of adversarial attack and defense on recommender systems.
User: edisonleeeee
recommender-system adversarial-attacks adversarial-machine-learning awesome

hadisalman / smoothing-adversarial
adversarial-machine-learning,Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"
User: hadisalman
Home Page: https://arxiv.org/abs/1906.04584
adversarial-machine-learning deep-neural-networks adversarial-defense

hbaniecki / adversarial-explainable-ai
adversarial-machine-learning,💡 Adversarial attacks on explanations and how to defend them
User: hbaniecki
Home Page: https://doi.org/10.1016/j.inffus.2024.102303
interpretable-machine-learning adversarial-machine-learning iml adversarial-attacks interpretability xai explainable-ai adversarial-examples explainability attacks

huanzhang12 / crown-ibp
adversarial-machine-learning,Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).
User: huanzhang12
Home Page: https://openreview.net/pdf?id=Skxuk1rFwB
adversarial-machine-learning robustness robustness-verification adversarial-defense adversarial-examples ibp-bounds crown-bounds verified-errors crown-ibp

iarunava / scratchai
adversarial-machine-learning,scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.
User: iarunava
artificial-intelligence deep-learning machine-learning computer-vision ai python3 pytorch adversarial-machine-learning adversarial-attacks

idrl-lab / adversarial-attacks-on-object-detectors-paperlist
adversarial-machine-learning,A Paperlist of Adversarial Attack on Object Detection
Organization: idrl-lab
adversarial-attacks adversarial-machine-learning adversarial-example

jiep / offensive-ai-compilation
adversarial-machine-learning,A curated list of useful resources that cover Offensive AI.
User: jiep
Home Page: https://jiep.github.io/offensive-ai-compilation/
offensive-ai adversarial-machine-learning ai-security artificial-intelligence compilation

josephtlucas / hackthisai
adversarial-machine-learning,Adversarial Machine Learning (AML) Capture the Flag (CTF)
User: josephtlucas
adversarial-machine-learning artificial-intelligence ctf cybersecurity data-science infosec machine-learning machine-learning-security

jxwuyi / atnre
adversarial-machine-learning,Adversarial Training for Neural Relation Extraction
User: jxwuyi
nlp-machine-learning relation-extraction tensorflow-experiments adversarial-machine-learning

koukyosyumei / aijack
adversarial-machine-learning,Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
User: koukyosyumei
adversarial-attacks adversarial-examples adversarial-machine-learning dbms deep-learning differential-privacy evasion-attack federated-learning homomorphic-encryption k-anonymity machine-learning membership-inference model-inversion-attacks paillier paillier-cryptosystem poisoning-attacks privacy security

locuslab / smoothing
adversarial-machine-learning,Provable adversarial robustness at ImageNet scale
Organization: locuslab
Home Page: https://arxiv.org/abs/1902.02918
adversarial-machine-learning

milaan9 / deep_learning_algorithms_from_scratch
adversarial-machine-learning,This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON
User: milaan9
adversarial-machine-learning autoencoders cnn-classification data-science deep-learning deep-learning-matlab deep-learning-python deep-learning-pytorch image-captioning image-processing linear-regression logistic-regression neural-networks object-detection rnn-pytorch tutor-milaan9

minghuichen43 / awesome-trustworthy-deep-learning
adversarial-machine-learning,A curated list of trustworthy deep learning papers. Daily updating...
User: minghuichen43
adversarial-machine-learning security privacy deep-learning poisoning fairness backdoor green-ai ownership robustness

nebula-beta / torchadver
adversarial-machine-learning,A PyTorch Toolbox for creating adversarial examples that fool neural networks.
User: nebula-beta
pytorch adversarial-attacks adversarial-examples adversarial-search adversarial-machine-learning adversarial-networks toolbox

poloclub / jpeg-defense
adversarial-machine-learning,SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
Organization: poloclub
Home Page: https://poloclub.github.io/jpeg-defense/
jpeg-compression deep-learning vaccination paper shield video-demo defense adversarial-machine-learning security tensorflow

pralab / secml
adversarial-machine-learning,A Python library for Secure and Explainable Machine Learning
Organization: pralab
Home Page: https://secml.readthedocs.io
adversarial-machine-learning algorithms artificial-intelligence attack-algorithms cleverhans evasion-attacks explainable-machine-learning foolbox interpretability machine-learning matplotlib neural-networks poisoning-attacks python python-library pytorch secml security sparse-data tensorflow

pralab / secml_malware
adversarial-machine-learning,Create adversarial attacks against machine learning Windows malware detectors
Organization: pralab
Home Page: https://secml-malware.readthedocs.io/
adversarial-machine-learning attack infosec machine-learning python security

protectai / llm-guard
adversarial-machine-learning,The Security Toolkit for LLM Interactions
Organization: protectai
Home Page: https://llm-guard.com/
adversarial-machine-learning chatgpt large-language-models llm llm-security llmops prompt-engineering prompt-injection security-tools transformers

qdata / textattack
adversarial-machine-learning,TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Organization: qdata
Home Page: https://textattack.readthedocs.io/en/master/
machine-learning security natural-language-processing nlp adversarial-machine-learning adversarial-attacks data-augmentation adversarial-examples

qilong-zhang / patch-wise-iterative-attack
adversarial-machine-learning,Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.
User: qilong-zhang
adversarial-attacks adversarial-machine-learning adversarial-examples

robustbench / robustbench
adversarial-machine-learning,RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
Organization: robustbench
Home Page: https://robustbench.github.io
adversarial-robustness adversarial-machine-learning benchmark model-zoo

ruoxi-jia-group / narcissus
adversarial-machine-learning,The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% attack success rate.
Organization: ruoxi-jia-group
Home Page: https://arxiv.org/pdf/2204.05255.pdf
deep- adversarial-attacks adversarial-machine-learning ai-security backdoor-attacks poisoning-attacks

safe-graph / graph-adversarial-learning-literature
adversarial-machine-learning,A curated list of adversarial attacks and defenses papers on graph-structured data.
Organization: safe-graph
machine-learning graph-algorithms adversarial-machine-learning data-mining awesome-list literature-review deep-learning security graph-attack adversarial-attacks

safellama / plexiglass
adversarial-machine-learning,A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
Organization: safellama
adversarial-attacks deep-learning cybersecurity machine-learning deep-neural-networks security adversarial-machine-learning

shangtse / robust-physical-attack
adversarial-machine-learning,Physical adversarial attack for fooling the Faster R-CNN object detector
User: shangtse
adversarial-machine-learning adversarial-examples adversarial-attacks object-detection faster-rcnn computer-vision

shawn-shan / fawkes
adversarial-machine-learning,Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
User: shawn-shan
Home Page: https://sandlab.cs.uchicago.edu/fawkes
privacy-protection privacy-enhancing-technologies face-recognition adversarial-machine-learning

sisinflab / adversarial-recommender-systems-survey
adversarial-machine-learning,The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.
Organization: sisinflab
adversarial-attacks adversarial-machine-learning ai aml collabora deep-learning future-visions gan generative-adversarial-network literature-review machine-learning personalization recommender-system recsys security

spring-epfl / mia
adversarial-machine-learning,A library for running membership inference attacks against ML models
Organization: spring-epfl
machine-learning privacy adversarial-machine-learning

tao-bai / attack-and-defense-methods
adversarial-machine-learning,A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
User: tao-bai
adversarial-machine-learning adversarial-attacks adversarial-examples adversarial-defense machine-learning

thu-ml / ares
adversarial-machine-learning,A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
Organization: thu-ml
Home Page: https://thu-ml-ares.rtfd.io
adversarial-machine-learning benchmark-framework adversarial-attacks adversarial-robustness fgsm bim mi-fgsm deepfool nes spsa

trusted-ai / adversarial-robustness-toolbox
adversarial-machine-learning,Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Organization: trusted-ai
Home Page: https://adversarial-robustness-toolbox.readthedocs.io/en/latest/
python attack adversarial-machine-learning poisoning trusted-ai artificial-intelligence extraction adversarial-attacks adversarial-examples evasion

trustworthy-ai-group / transferattack
adversarial-machine-learning,TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.
Organization: trustworthy-ai-group
adversarial-attack adversarial-machine-learning adversarial-transferability transfer-attack blackbox-attack

verified-intelligence / auto_lirpa
adversarial-machine-learning,auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
Organization: verified-intelligence
Home Page: https://arxiv.org/pdf/2002.12920
adversarial-machine-learning robustness robustness-verification adversarial-defense adversarial-examples ibp-bounds crown-bound certified-defense-models

yangarbiter / robust-local-lipschitz
adversarial-machine-learning,A Closer Look at Accuracy vs. Robustness
User: yangarbiter
Home Page: https://arxiv.org/abs/2003.02460
adversarial-machine-learning tradeoff robustness local-lipschitz adversarial-examples

zhengyuzhao / ai-security-and-privacy-events
adversarial-machine-learning,A curated list of academic events on AI Security & Privacy
User: zhengyuzhao
adversarial-examples adversarial-machine-learning ai-privacy ai-security data-poisoning