Topic: adversarial-machine-learning Goto Github

Some thing interesting about adversarial-machine-learning

👇 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

backdoors machine-learning research security pytorch adversarial-machine-learning adversarial deep-learning-security neural-trojan ml-backdoors

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

machine-learning adversarial-machine-learning ctf artificial-intelligence data-science cybersecurity infosec 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

security machine-learning adversarial-attacks adversarial-examples adversarial-machine-learning membership-inference model-inversion-attacks evasion-attack poisoning-attacks privacy

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

machine-learning adversarial-machine-learning security interpretability explainable-machine-learning artificial-intelligence python neural-networks pytorch 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 infosec python attack machine-learning 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-machine-learning adversarial-robustness 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