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Some thing interesting about adversarial-attacks

👇 Here are 824 public repositories matching this topic...

1konny / fgsm

adversarial-attacks,Simple pytorch implementation of FGSM and I-FGSM

User: 1konny

adversarial-example adversarial-attacks machine-learning-security

a1600012888 / yopo-you-only-propagate-once

adversarial-attacks,Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle

User: a1600012888

deep-learning adversarial-attacks optimization optimal-control

adversarial-attacks,Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

Organization: advboxes

adversarial-examples paddlepaddle machine-learning security deep-learning adversarial-example onnx graphpipe fgsm adversarial-attacks

agencyenterprise / promptinject

adversarial-attacks,PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. 🏆 Best Paper Awards @ NeurIPS ML Safety Workshop 2022

Organization: agencyenterprise

ai-safety language-models ml-safety agi ai-alignment agi-alignment adversarial-attacks gpt-3 large-language-models machine-learning

ain-soph / trojanzoo

adversarial-attacks,TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.

User: ain-soph

Home Page: https://ain-soph.github.io/trojanzoo

pytorch backdoor-attacks image-classification adversarial-attacks deep-learning

ashafahi / free_adv_train

adversarial-attacks,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

automorphic-ai / aegis

adversarial-attacks,Self-hardening firewall for large language models

Organization: automorphic-ai

Home Page: https://automorphic.ai

adversarial-attacks llmops prompt-injection security large-language-models

bethgelab / foolbox

adversarial-attacks,A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Organization: bethgelab

Home Page: https://foolbox.jonasrauber.de

adversarial-examples machine-learning python adversarial-attacks pytorch tensorflow jax keras

bishopfox / sliver

adversarial-attacks,Adversary Emulation Framework

Organization: bishopfox

security-tools implant golang dns-server http c2 command-and-control red-team red-teaming red-team-engagement

borealisai / advertorch

adversarial-attacks,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

bosch-aisecurity-aishield / watchtower

adversarial-attacks,AIShield Watchtower: Dive Deep into AI's Secrets! 🔍 Open-source tool by AIShield for AI model insights & vulnerability scans. Secure your AI supply chain today! ⚙️🛡️

Organization: bosch-aisecurity-aishield

Home Page: https://www.boschaishield.com/

adversarial-attacks aisec aisecurity mlops mlsecops security security-automation security-tools supply-chain vulnerability-scanners

chandlerbang / awesome-graph-attack-papers

adversarial-attacks,Adversarial attacks and defenses on Graph Neural Networks.

User: chandlerbang

adversarial-attacks graph-neural-networks literature-review machine-learning deep-learning defense graph robustness adversarial-examples awesome

chandlerbang / pro-gnn

adversarial-attacks,Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

User: chandlerbang

Home Page: https://arxiv.org/abs/2005.10203

graph-neural-networks adversarial-attacks defense deep-learning machine-learning graph-structure-recovery graph-mining attack-defense semi-supervised-learning pytorch

csdongxian / awp

adversarial-attacks,Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

User: csdongxian

neurips-2020 adversarial-attacks pytorch adversarial-training

danielzuegner / gnn-meta-attack

adversarial-attacks,Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".

User: danielzuegner

Home Page: https://www.kdd.in.tum.de/gnn-meta-attack

machine-learning meta-learning adversarial-attacks graph-mining deep-learning neural-networks graph-neural-networks graph-neural-network

danielzuegner / nettack

adversarial-attacks,Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".

User: danielzuegner

Home Page: https://www.cs.cit.tum.de/daml/forschung/nettack/

machine-learning adversarial-attacks graph-mining deep-learning neural-networks

deadbits / vigil-llm

adversarial-attacks,⚡ 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

dse-msu / deeprobust

adversarial-attacks,A pytorch adversarial library for attack and defense methods on images and graphs

User: dse-msu

adversarial-attacks adversarial-examples deep-learning deep-neural-networks defense graph-convolutional-networks graph-mining graph-neural-networks machine-learning

fra31 / auto-attack

adversarial-attacks,Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

User: fra31

Home Page: https://arxiv.org/abs/2003.01690

adversarial-defenses adversarial-attacks adversarial-robustness

haofanwang / awesome-computer-vision

adversarial-attacks,Awesome Resources for Advanced Computer Vision Topics

User: haofanwang

computer-vision deep-learning awesome-list paper vision-project vision-and-language trajectory-prediction interpretability video-analysis pose-estimation

harry24k / adversarial-attacks-pytorch

adversarial-attacks,PyTorch implementation of adversarial attacks [torchattacks].

User: harry24k

Home Page: https://adversarial-attacks-pytorch.readthedocs.io/en/latest/index.html

deep-learning pytorch adversarial-attacks

harry24k / pgd-pytorch

adversarial-attacks,A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"

User: harry24k

deep-learning pytorch adversarial-attacks

hbaniecki / adversarial-explainable-ai

adversarial-attacks,💡 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

hendrycks / natural-adv-examples

adversarial-attacks,A Harder ImageNet Test Set (CVPR 2021)

User: hendrycks

adversarial-attacks robustness adversarial-example ml-safety imagenet domain-generalization

huntdownproject / hednsextractor

adversarial-attacks,A suite for hunting suspicious targets, expose domains and phishing discovery

Organization: huntdownproject

Home Page: https://huntdownproject.github.io/

threat-hunting threat-intelligence threatintel adversarial-attacks malware-analysis phishing-detection

jeromerony / adversarial-library

adversarial-attacks,Library containing PyTorch implementations of various adversarial attacks and resources

User: jeromerony

machine-learning adversarial-attacks adversarial-examples pytorch

jeromerony / fast_adversarial

adversarial-attacks,Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

User: jeromerony

machine-learning adversarial-attacks adversarial-example

jind11 / textfooler

adversarial-attacks,A Model for Natural Language Attack on Text Classification and Inference

User: jind11

adversarial-attacks bert bert-model text-classification natural-language-inference natural-language-processing

kabkabm / defensegan

adversarial-attacks,Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

User: kabkabm

deep-learning adversarial-attacks adversarial-examples iclr2018 generative-adversarial-network

koukyosyumei / aijack

adversarial-attacks,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

madrylab / photoguard

adversarial-attacks,Raising the Cost of Malicious AI-Powered Image Editing

Organization: madrylab

Home Page: https://gradientscience.org/photoguard/

adversarial-attacks adversarial-examples deep-learning deepfakes robustness stable-diffusion computer-vision

makcedward / nlpaug

adversarial-attacks,Data augmentation for NLP

User: makcedward

Home Page: https://makcedward.github.io/

nlp augmentation machine-learning artificial-intelligence data-science natural-language-processing adversarial-attacks adversarial-example ai ml

max-andr / square-attack

adversarial-attacks,Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

User: max-andr

Home Page: https://arxiv.org/abs/1912.00049

adversarial-attacks black-box-attacks zeroth-order-optimization random-search adversarial-robustness robustness

microsoft / promptbench

adversarial-attacks,A unified evaluation framework for large language models

Organization: microsoft

Home Page: http://aka.ms/promptbench

adversarial-attacks chatgpt evaluation large-language-models robustness prompt prompt-engineering benchmark

natanielruiz / disrupting-deepfakes

adversarial-attacks,🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks

User: natanielruiz

adversarial-attacks disrupting-deepfakes deepfakes deep-learning machine-learning computer-vision deepfake-detection face-swap faceswap fake-news

qdata / textattack

adversarial-attacks,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

ryderling / deepsec

adversarial-attacks,DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

User: ryderling

adversarial-attacks adversarial-examples defenses deep-leaning

safe-graph / graph-adversarial-learning-literature

adversarial-attacks,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

safreita1 / tiger

adversarial-attacks,Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)

User: safreita1

Home Page: https://graph-tiger.readthedocs.io

graph robustness vulnerability attack defense simulation cascading-failures diffusion networks epidemics

sarathknv / adversarial-examples-pytorch

adversarial-attacks,Implementation of Papers on Adversarial Examples

User: sarathknv

adversarial-examples adversarial-attacks adversarial-perturbations adversarial-defence adversarial-learning generative-adversarial-networks fgsm deep-neural-networks deep-learning pytorch

shangtse / robust-physical-attack

adversarial-attacks,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

shubhomoydas / ad_examples

adversarial-attacks,A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

User: shubhomoydas

ensemble-learning active-learning anomaly-detection rnn lstm explaination interpretability time-series timeseries trees

sisinflab / adversarial-recommender-systems-survey

adversarial-attacks,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-machine-learning future-visions literature-review recommender-system adversarial-attacks security machine-learning deep-learning gan generative-adversarial-network

tao-bai / attack-and-defense-methods

adversarial-attacks,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-attacks,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

thuccslab / awesome-lm-ssp

adversarial-attacks,A reading list for large models safety, security, and privacy.

User: thuccslab

Home Page: https://github.com/ThuCCSLab/Awesome-LM-SSP

adversarial-attacks awesome-list diffusion-models jailbreak language-model llm nlp privacy safety security

thunlp / openattack

adversarial-attacks,An Open-Source Package for Textual Adversarial Attack.

Organization: thunlp

Home Page: https://openattack.readthedocs.io/

adversarial-attacks nlp adversarial-example natural-language-processing pytorch

thunlp / taadpapers

adversarial-attacks,Must-read Papers on Textual Adversarial Attack and Defense