An open API service providing repository metadata for many open source software ecosystems.

Topic: "adversarial-machine-learning"

Shawn-Shan/fawkes

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

Language: Python - Size: 378 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 5,332 - Forks: 492

Trusted-AI/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Language: Python - Size: 610 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 5,234 - Forks: 1,210

QData/TextAttack

TextAttack πŸ™ is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Language: Python - Size: 25.3 MB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 3,160 - Forks: 414

CyberAlbSecOP/Awesome_GPT_Super_Prompting

ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning.

Size: 6.34 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2,251 - Forks: 291

protectai/llm-guard

The Security Toolkit for LLM Interactions

Language: Python - Size: 5.31 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 1,646 - Forks: 210

BorealisAI/advertorch

A Toolbox for Adversarial Robustness Research

Language: Jupyter Notebook - Size: 8.19 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 1,334 - Forks: 198

jiep/offensive-ai-compilation

A curated list of useful resources that cover Offensive AI.

Language: HTML - Size: 17.8 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1,213 - Forks: 127

safe-graph/graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

Size: 544 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 851 - Forks: 132

RobustBench/robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]

Language: Python - Size: 5.92 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 702 - Forks: 98

akanimax/T2F

T2F: text to face generation using Deep Learning

Language: Python - Size: 498 MB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 548 - Forks: 100

akanimax/pro_gan_pytorch

Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"

Language: Python - Size: 195 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 540 - Forks: 98

thu-ml/ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

Language: Python - Size: 378 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 502 - Forks: 88

chawins/llm-sp

Papers and resources related to the security and privacy of LLMs πŸ€–

Language: Python - Size: 2.24 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 499 - Forks: 35

EdisonLeeeee/GraphGallery

GraphGallery is a gallery for benchmarking Graph Neural Networks

Language: Python - Size: 9.56 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 468 - Forks: 62

Koukyosyumei/AIJack

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

Language: C++ - Size: 152 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 388 - Forks: 63

locuslab/smoothing

Provable adversarial robustness at ImageNet scale

Language: Python - Size: 7.2 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 383 - Forks: 76

deadbits/vigil-llm

⚑ Vigil ⚑ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

Language: Python - Size: 548 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 370 - Forks: 41

MinghuiChen43/awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

Size: 7.6 MB - Last synced at: about 14 hours ago - Pushed at: 13 days ago - Stars: 366 - Forks: 35

ebagdasa/backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

Language: Python - Size: 29.2 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 349 - Forks: 81

hbaniecki/adversarial-explainable-ai

πŸ’‘ Adversarial attacks on explanations and how to defend them

Size: 2.62 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 314 - Forks: 48

Verified-Intelligence/auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

Language: Python - Size: 33.2 MB - Last synced at: 17 days ago - Pushed at: about 2 months ago - Stars: 306 - Forks: 87

Trustworthy-AI-Group/TransferAttack

TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.

Language: Python - Size: 2.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 304 - Forks: 43

pralab/secml_malware

Create adversarial attacks against machine learning Windows malware detectors

Language: Python - Size: 4.64 MB - Last synced at: 15 days ago - Pushed at: 26 days ago - Stars: 219 - Forks: 50

Hadisalman/smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

Language: Python - Size: 32.9 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 219 - Forks: 38

tao-bai/attack-and-defense-methods

A curated list of papers on adversarial machine learning (adversarial examples and defense methods).

Language: TeX - Size: 17.4 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 197 - Forks: 25

pralab/secml

A Python library for Secure and Explainable Machine Learning

Language: Jupyter Notebook - Size: 67.2 MB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 175 - Forks: 26

milaan9/Deep_Learning_Algorithms_from_Scratch

This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON

Language: Jupyter Notebook - Size: 9.85 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 173 - Forks: 171

AvalZ/WAF-A-MoLE

A guided mutation-based fuzzer for ML-based Web Application Firewalls

Language: Python - Size: 4.44 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 171 - Forks: 31

ashafahi/free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

Language: Python - Size: 48.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 170 - Forks: 30

sisinflab/adversarial-recommender-systems-survey

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.

Size: 203 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 156 - Forks: 32

shangtse/robust-physical-attack

Physical adversarial attack for fooling the Faster R-CNN object detector

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 154 - Forks: 49

akanimax/msg-gan-v1

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

Language: Python - Size: 199 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 150 - Forks: 28

ZhengyuZhao/AI-Security-and-Privacy-Events

A curated list of academic events on AI Security & Privacy

Size: 118 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 147 - Forks: 16

Trustworthy-AI-Group/Adversarial_Examples_Papers

A list of recent papers about adversarial learning

Size: 1.26 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 145 - Forks: 8

alexdevassy/Machine_Learning_CTF_Challenges

CTF challenges designed and implemented in machine learning applications

Language: HTML - Size: 40.8 MB - Last synced at: 24 days ago - Pushed at: 8 months ago - Stars: 144 - Forks: 26

spring-epfl/mia πŸ“¦

A library for running membership inference attacks against ML models

Language: Python - Size: 71.3 KB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 144 - Forks: 28

safellama/plexiglass

A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).

Language: Python - Size: 20.6 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 136 - Forks: 15

EdisonLeeeee/RS-Adversarial-Learning

A curated collection of adversarial attack and defense on recommender systems.

Size: 62.5 KB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 133 - Forks: 7

brysef/rfml

Radio Frequency Machine Learning with PyTorch

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 111 - Forks: 44

EzgiKorkmaz/adversarial-reinforcement-learning

Reading list for adversarial perspective and robustness in deep reinforcement learning.

Size: 18.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 110 - Forks: 6

jxwuyi/AtNRE

Adversarial Training for Neural Relation Extraction

Language: Python - Size: 709 KB - Last synced at: 9 days ago - Pushed at: almost 7 years ago - Stars: 109 - Forks: 31

ALFA-group/robust-adv-malware-detection

[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

Language: Python - Size: 618 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 99 - Forks: 41

JosephTLucas/HackThisAI

Adversarial Machine Learning (AML) Capture the Flag (CTF)

Language: Jupyter Notebook - Size: 96 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 98 - Forks: 14

iArunava/scratchai

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.

Language: Python - Size: 17.6 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 96 - Forks: 18

reds-lab/Narcissus

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.

Language: Python - Size: 143 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 96 - Forks: 10

bogdan-kulynych/textfool

Plausible looking adversarial examples for text classification

Language: Python - Size: 85 KB - Last synced at: 21 days ago - Pushed at: over 6 years ago - Stars: 92 - Forks: 32

chenhongge/StateAdvDRL

[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"

Size: 4.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 91 - Forks: 16

nebula-beta/torchadver

A PyTorch Toolbox for creating adversarial examples that fool neural networks.

Language: Python - Size: 38.9 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 88 - Forks: 7

huanzhang12/CROWN-IBP

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

Language: Python - Size: 88.9 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 87 - Forks: 13

qilong-zhang/Patch-wise-iterative-attack

Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.

Language: Python - Size: 145 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 84 - Forks: 21

yangarbiter/robust-local-lipschitz

A Closer Look at Accuracy vs. Robustness

Language: Python - Size: 112 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 83 - Forks: 14

moohax/Proof-Pudding

Copy cat model for Proofpoint

Language: Python - Size: 20.1 MB - Last synced at: 11 days ago - Pushed at: about 5 years ago - Stars: 83 - Forks: 4

poloclub/jpeg-defense

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Language: Python - Size: 1.75 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 81 - Forks: 8

392781/FaceOff

Steps towards physical adversarial attacks on facial recognition

Language: Python - Size: 132 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 80 - Forks: 14

trojai/trojai

A repository to quickly generate synthetic data and associated trojaned deep learning models

Language: Python - Size: 9.27 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 77 - Forks: 23

airalcorn2/strike-with-a-pose

A simple GUI tool for generating adversarial poses of objects.

Language: Python - Size: 55.1 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 76 - Forks: 16

prabhant/synthesizing-robust-adversarial-examples

My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW

Language: Jupyter Notebook - Size: 8.99 MB - Last synced at: 26 days ago - Pushed at: about 7 years ago - Stars: 73 - Forks: 14

Haichao-Zhang/FeatureScatter

Feature Scattering Adversarial Training (NeurIPS19)

Language: Python - Size: 16.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 71 - Forks: 11

ryderling/adversarial-attacks-and-defenses-for-windows-pe-malware-detection

A curated resource list of adversarial attacks and defenses for Windows PE malware detection.

Size: 10.7 KB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 11

val-iisc/GD-UAP

Generalized Data-free Universal Adversarial Perturbations

Language: Python - Size: 8.66 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 68 - Forks: 13

iamaaditya/pixel-deflection

Deflecting Adversarial Attacks with Pixel Deflection

Language: Jupyter Notebook - Size: 3.18 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 67 - Forks: 20

advboxes/perceptron-benchmark

Robustness benchmark for DNN models.

Language: Python - Size: 54.8 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 66 - Forks: 15

idrl-lab/Adversarial-Attacks-on-Object-Detectors-Paperlist

A Paperlist of Adversarial Attack on Object Detection

Size: 80.1 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 61 - Forks: 4

dongyp13/Adversarial-Distributional-Training

Adversarial Distributional Training (NeurIPS 2020)

Language: Python - Size: 195 KB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 9

Wuziyi616/IF-Defense

This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration

Language: Python - Size: 5.97 MB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 59 - Forks: 11

lionelmessi6410/awesome-real-world-adversarial-examples

😎 A curated list of awesome real-world adversarial examples resources

Size: 456 KB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 59 - Forks: 10

kenny-co/procedural-advml

Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 55 - Forks: 10

metadriverse/cat

[CoRL'23] Adversarial Training for Safe End-to-End Driving

Language: Python - Size: 66.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 52 - Forks: 3

SamSamhuns/yolov5_adversarial Fork of ultralytics/yolov5

Generate adversarial patches against YOLOv5 πŸš€

Language: Python - Size: 25.8 MB - Last synced at: 20 days ago - Pushed at: 5 months ago - Stars: 50 - Forks: 8

dedeswim/vits-robustness-torch

Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]

Language: Jupyter Notebook - Size: 348 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 49 - Forks: 2

sukrutrao/Adversarial-Patch-Training

Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.

Language: Python - Size: 54.7 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 9

ZaydH/MalwareGAN

Adversarial Malware Generator Using GANs

Language: Python - Size: 513 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 46 - Forks: 21

hmdolatabadi/AdvFlow

[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".

Language: Python - Size: 1.28 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 45 - Forks: 2

spring-epfl/trickster πŸ“¦

Library and experiments for attacking machine learning in discrete domains

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 45 - Forks: 4

ylhz/Adversarial_Attacks_and_Defense_NeurIPS2022

A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.

Size: 1.34 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 45 - Forks: 5

moohax/Talks

Central repo for talks and presentations

Size: 37.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 41 - Forks: 2

ysharma1126/EAD_Attack

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples

Language: Python - Size: 28.2 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 40 - Forks: 12

enricivi/adversarial_training_methods

Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)

Language: Jupyter Notebook - Size: 167 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 40 - Forks: 10

softsys4ai/athena

Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks

Language: Python - Size: 124 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 38 - Forks: 8

akanimax/pro_gan_pytorch-examples

Examples trained using the python pytorch package pro-gan-pth

Language: Python - Size: 1.29 GB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 38 - Forks: 15

thinwayliu/Watermark-Vaccine

The code for ECCV2022 (Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal)

Language: Python - Size: 18.8 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 5

adriacabeza/Human-Extractor

:bust_in_silhouette: Cutting people out automatically using Image translation's architecture Pix2Pix

Language: Jupyter Notebook - Size: 201 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 35 - Forks: 10

wunderwuzzi23/mlattacks

Machine Learning Attack Series

Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 1

zRapha/FAME

Framework for Adversarial Malware Evaluation.

Language: Python - Size: 8.03 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 34 - Forks: 10

scy-phy/ICS-Evasion-Attacks

Public Code for ICS Evasion Attack Generation

Language: Jupyter Notebook - Size: 212 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 34 - Forks: 8

YisenWang/dynamic_adv_training

Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"

Language: Python - Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 34 - Forks: 7

duxy-me/AMR

This is our official implementation for the paper: Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, and Tat-Seng Chua, Adversarial Training Towards Robust Multimedia Recommender System.

Language: Python - Size: 58 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 16

Western-OC2-Lab/AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security

This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 32 - Forks: 9

msrocean/mockingbird

Keras with Tensorflow implementation of our paper "Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with Adversarial Traces" which is published in IEEE Transactions on Information Forensics and Security (TIFS).

Language: Python - Size: 625 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 31 - Forks: 9

YiZeng623/I-BAU

Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 11

Paulescu/adversarial-machine-learning

Hands-on tutorial on adversarial examples 😈. With Streamlit app ❀️.

Language: Jupyter Notebook - Size: 72.1 MB - Last synced at: 27 days ago - Pushed at: almost 3 years ago - Stars: 31 - Forks: 5

sayakpaul/par-cvpr-21 Fork of dipanjanS/adversarial-learning-robustness

Contains notebooks for the PAR tutorial at CVPR 2021.

Language: Jupyter Notebook - Size: 83.2 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 31 - Forks: 10

lafeat/apbench

APBench: A Unified Availability Poisoning Attack and Defenses Benchmark (TMLR 08/2024)

Language: Python - Size: 67.5 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 30 - Forks: 2

zbchern/awesome-machine-learning-reliability

A curated list of awesome resources regarding machine learning reliability.

Size: 1.19 MB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 30 - Forks: 6

ValerianRey/fed_iot_guard

Detection of IoT devices infected by malwares from their network communications, using federated machine learning

Language: Jupyter Notebook - Size: 24.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 29 - Forks: 18

imrahulr/hat

Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off

Language: Python - Size: 251 KB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 29 - Forks: 5

yizhe-ang/detectron2-1

Implements Adversarial Examples for Semantic Segmentation and Object Detection, using PyTorch and Detectron2

Language: Jupyter Notebook - Size: 7.4 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 29 - Forks: 6

shreyansh26/Red-Teaming-Language-Models-with-Language-Models

A re-implementation of the "Red Teaming Language Models with Language Models" paper by Perez et al., 2022

Language: Python - Size: 73 MB - Last synced at: about 9 hours ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 4

jh-jeong/smoothing-consistency

Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)

Language: Python - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 3

aminul-huq/Adversarial-Examples-For-Audio-Data

Repo for papers to read on adversarial attack and defense techniques in the audio domain.

Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 4

Related Topics
adversarial-attacks 186 machine-learning 108 deep-learning 87 adversarial-examples 79 pytorch 43 robustness 42 security 30 adversarial-defense 29 python 27 deep-neural-networks 25 adversarial-learning 25 tensorflow 24 gan 23 artificial-intelligence 20 computer-vision 19 adversarial-training 17 adversarial-robustness 16 adversarial-example 16 generative-adversarial-network 16 ai 15 neural-networks 14 adversarial-networks 14 cybersecurity 14 neural-network 13 keras 13 privacy 12 reinforcement-learning 12 python3 11 fgsm 10 defense 10 image-classification 10 convolutional-neural-networks 10 deeplearning 10 recommender-system 9 object-detection 9 federated-learning 8 robust-machine-learning 8 trustworthy-ai 8 large-language-models 8 llm 8 backdoor-attacks 8 adversarial 8 natural-language-processing 7 classification 7 nlp 7 robustness-verification 7 ai-security 6 prompt-injection 6 autonomous-vehicles 6 transformers 6 cnn 6 universal-adversarial-perturbations 6 trustworthy-machine-learning 6 attack 6 pgd-adversarial-attacks 5 pytorch-implementation 5 security-tools 5 poisoning-attack 5 face-recognition 5 data-augmentation 5 jupyter-notebook 5 black-box-attacks 5 chatgpt 5 malware 5 llm-security 5 deepfool 5 prompt-engineering 5 awesome-list 5 domain-adaptation 5 machine-learning-security 5 gans 5 adversarial-reinforcement-learning 5 paper 5 autoencoders 4 representation-learning 4 data-poisoning 4 randomized-smoothing 4 ml 4 fast-gradient-sign-attack 4 reinforcement-learning-algorithms 4 art 4 poisoning-attacks 4 defense-methods 4 nlp-machine-learning 4 intrusion-detection-system 4 segmentation 4 time-series-forecasting 4 evasion-attack 4 llmops 4 data-science 4 responsible-ai 4 interpretability 4 adversarial-perturbations 4 language-model 4 membership-inference-attack 4 optimization 4 explainable-ai 4 aml 4 transfer-learning 4 mnist 4