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 π 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 π€
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
β‘ Vigil β‘ 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
π‘ 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 π¦
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 OβReilly
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
π 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 π
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 π¦
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 π. With Streamlit app β€οΈ.
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
