NeuralSec/Daedalus-attack

The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.

Language: Python - Size: 7.47 MB - Last synced at: about 16 hours ago - Pushed at: about 17 hours ago - Stars: 52 - Forks: 8

QData/TextAttack

TextAttack 🐙 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: about 1 hour ago - Pushed at: 10 months ago - Stars: 3,160 - Forks: 414

dhowe/AdNauseam Fork of gorhill/uBlock

AdNauseam: Fight back against advertising surveillance

Language: JavaScript - Size: 395 MB - Last synced at: about 5 hours ago - Pushed at: about 1 month ago - Stars: 4,760 - Forks: 193

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: 3 days ago - Pushed at: 5 days ago - Stars: 5,234 - Forks: 1,210

Trustworthy-AI-Group/Adversarial_Examples_Papers

A list of recent papers about adversarial learning

Size: 1.26 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 145 - Forks: 8

ChandlerBang/awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

Size: 90.8 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 381 - Forks: 31

jeromerony/adversarial-library

Library containing PyTorch implementations of various adversarial attacks and resources

Language: Python - Size: 201 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 153 - Forks: 20

bethgelab/foolbox

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

Language: Python - Size: 10.7 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 2,852 - Forks: 432

sayakpaul/Adversarial-Examples-in-Deep-Learning

Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).

Language: Jupyter Notebook - Size: 62 MB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 3

thunlp/Advbench

Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP".

Language: Python - Size: 157 KB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 5

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: 16 days ago - Pushed at: about 2 months ago - Stars: 306 - Forks: 87

Koukyosyumei/AIJack

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

Language: C++ - Size: 152 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 388 - Forks: 63

BorealisAI/advertorch

A Toolbox for Adversarial Robustness Research

Language: Jupyter Notebook - Size: 8.19 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 1,334 - Forks: 198

betomqz/thesis-code

This project implements a numerical optimization algorithm using Sequential Quadratic Programming (SQP) with an interior-point method to generate adversarial examples for a given model.

Language: Python - Size: 85 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0

zRapha/FAME

Framework for Adversarial Malware Evaluation.

Language: Python - Size: 8.03 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 34 - Forks: 10

imcaspar/audio-adv-papers

A curated list of awesome audio adversarial examples papers(with code & demo if available).

Size: 4.88 KB - Last synced at: 17 days ago - Pushed at: about 5 years ago - Stars: 32 - Forks: 5

DSE-MSU/DeepRobust

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

Language: Python - Size: 11.9 MB - Last synced at: 26 days ago - Pushed at: 10 months ago - Stars: 1,035 - Forks: 193

ryderling/DEEPSEC

DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

Language: Python - Size: 172 MB - Last synced at: 20 days ago - Pushed at: almost 6 years ago - Stars: 215 - Forks: 70

hfawaz/ijcnn19attacks

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Language: Jupyter Notebook - Size: 4.77 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 77 - Forks: 28

msakai/bnn-verification

BNN verification dataset for Max-SAT Evaluation 2020 and MIPLIB 2024

Language: TeX - Size: 38.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

spencerwooo/torchattack

🛡 A curated list of adversarial attacks in PyTorch, with a focus on transferable black-box attacks.

Language: Python - Size: 1.94 MB - Last synced at: 25 days ago - Pushed at: 2 months ago - Stars: 54 - Forks: 5

eryawww/adversarial_attacking_mnist

Language: Jupyter Notebook - Size: 6.26 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

sefeoglu/adversarial_examples_parseval_net

Parseval Networks and Adversarial Examples

Language: Jupyter Notebook - Size: 434 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

MadryLab/photoguard

Raising the Cost of Malicious AI-Powered Image Editing

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 589 - Forks: 48

jonasrauber/norm

Norm is a tiny command-line utility to compute the norm of the difference between two images

Language: Nim - Size: 179 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

jonasrauber/analysis-by-synthesis

Analysis by Synthesis — reimplemented

Language: Python - Size: 3.28 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 5

jonasrauber/linear-region-attack

A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturbations without doing gradient descent

Language: Python - Size: 32 MB - Last synced at: 2 days ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 2

jinminhao/PANTS

[Usenix Security '25] Robustifying ML-powered Network Classifiers with PANTS

Language: Python - Size: 3.91 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

hbaniecki/adversarial-explainable-ai

💡 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

rfeinman/detecting-adversarial-samples

Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)

Language: Python - Size: 42 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 108 - Forks: 15

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

RamtinMoslemi/Catastrophic-Overfitting-Papers

A full list of papers on Catastrophic Overfitting from arXiv

Language: Jupyter Notebook - Size: 13 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

advboxes/AdvBox

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.

Language: Jupyter Notebook - Size: 99.3 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 1,391 - Forks: 265

OODRobustBench/OODRobustBench

OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift. ICML 2024 and ICLRW-DMLR 2024

Language: Python - Size: 2.06 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 20 - Forks: 1

utkuozbulak/adaptive-segmentation-mask-attack

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

Language: Python - Size: 10.4 MB - Last synced at: 3 days ago - Pushed at: almost 5 years ago - Stars: 60 - Forks: 10

Framartin/lgv-geometric-transferability

Source of the ECCV22 paper "LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity"

Language: Python - Size: 932 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 19 - Forks: 0

chbrian/awesome-adversarial-examples-dl

A curated list of awesome resources for adversarial examples in deep learning

Size: 11.7 KB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 265 - Forks: 56

ZhengyuZhao/TransferAttackEval

Revisiting Transferable Adversarial Images (arXiv)

Language: Python - Size: 19.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 120 - Forks: 11

microsoft/denoised-smoothing

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

Language: Jupyter Notebook - Size: 21.6 MB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 97 - Forks: 17

Wondermongering/LinguisticPerturber

Probing linguistic robustness in transformers: a quantum-inspired approach to AI interpretability

Language: Python - Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

xiaosen-wang/Adversarial-Examples-Paper

Paper list of Adversarial Examples

Size: 94.7 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 7

airbnb/artificial-adversary

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Language: Python - Size: 116 KB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 402 - Forks: 57

dunky11/adversarial-frontier-stitching

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

Language: Jupyter Notebook - Size: 83 KB - Last synced at: 30 days ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 3

shoaib1522/Artificial-Intelligence-

🚀 Dive into the world of Artificial Intelligence 🤖 with hands-on labs, algorithms, assignments, and resources 📚 – the ultimate AI learning repository! 💡✨

Language: Python - Size: 126 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

joseph-nagel/adversarial-ml

Adversarial attacks and defenses

Language: Jupyter Notebook - Size: 317 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

thunlp/SememePSO-Attack

Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

Language: Python - Size: 58.7 MB - Last synced at: 7 days ago - Pushed at: about 4 years ago - Stars: 88 - Forks: 14

adverML/AdvOpenOOD

Language: Python - Size: 76.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

zer0int/CLIP-gradient-ascent-embeddings

Use CLIP to create matching texts + embeddings for given images; useful for XAI, adversarial training

Language: Python - Size: 5.64 MB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

mattpodolak/advhash

Adversarial collision attacks on perceptual hashing functions

Language: Python - Size: 2.24 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

AriannaBonazza/adversarial-purePython

Notebook for "Adversarial Examples in pure python"

Language: Jupyter Notebook - Size: 285 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Avinash793/adversarial-attacks-on-load-forecasting-model

Studied the impact of adversarial attacks on RNN Based load forecasting model.

Language: Jupyter Notebook - Size: 2.75 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

jiep/adversarial-machine-learning

Taller de Adversarial Machine Learning

Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: about 23 hours ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

advex-papers-rss/advex-papers-rss.github.io

RSS feed for adversarial example papers.

Language: Python - Size: 38.1 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

unica-mlsec/mlsec

PhD/MSc course on Machine Learning Security (Univ. Cagliari)

Language: Jupyter Notebook - Size: 151 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 201 - Forks: 23

zer0int/CLIP-generative-adversarial

Projected Gradient Descent (PGD), inverted and amplified -> prompt & generate images with CLIP

Language: Python - Size: 14.4 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

tonyduan/rs4a

Randomized Smoothing of All Shapes and Sizes (ICML 2020).

Language: Jupyter Notebook - Size: 2.38 MB - Last synced at: 29 days ago - Pushed at: almost 5 years ago - Stars: 52 - Forks: 6

soumyac1999/FGSM-Keras

Implemention of Fast Gradient Sign Method for generating adversarial examples in Keras

Language: Jupyter Notebook - Size: 3.11 MB - Last synced at: 25 days ago - Pushed at: about 6 years ago - Stars: 46 - Forks: 17

hendrycks/pre-training

Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

Language: Python - Size: 63.8 MB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 100 - Forks: 18

ASRS-Lab/Awesome-DL-Security-and-Privacy-Papers

Awesome-DL-Security-and-Privacy-Papers

Language: SCSS - Size: 105 KB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ermongroup/generative_adversary

Code for the unrestricted adversarial examples paper (NeurIPS 2018)

Language: Python - Size: 4.56 MB - Last synced at: 2 days ago - Pushed at: almost 6 years ago - Stars: 64 - Forks: 16

GiatrasKon/Machine_Learning_Assignments

Machine learning assignments covering regression, classification, neural networks, adversarial examples, and real-time emotion detection using Python. Includes theoretical insights and practical implementations.

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

KyriakosPsa/Neural-Networks-Adversarial-Examples

This repository contains code to solve different tasks related to building, training and creating adversarial examples for classification models on the MNIST and CIFAR10 datasets.

Language: Jupyter Notebook - Size: 20.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

SpeakerGuard/SpeakerGuard

a Pytorch library for security research on speaker recognition, released in "Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition" accepted by TDSC

Language: Python - Size: 507 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 35 - Forks: 10

google-research/active-adversarial-tests

Official implementation of the paper "Increasing Confidence in Adversarial Robustness Evaluations"

Language: Python - Size: 5.78 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 18 - Forks: 3

juliusberner/theory2practice

Learning ReLU networks to high uniform accuracy is intractable (ICLR 2023)

Language: Python - Size: 104 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

tudelft-cda-lab/GROOT

[ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html

Language: Python - Size: 807 KB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 7

chenhongge/RobustTrees

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

Language: C++ - Size: 6.59 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 67 - Forks: 11

sduzpf/Awesome-Papers-on-Adversarial-Attacks-and-Defenses-via-Image-Perturabtions

Attacks and Defenses via Image perturbations

Size: 281 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

cuge1995/IT-Defense

Our code for paper 'The art of defense: letting networks fool the attacker', IEEE Transactions on Information Forensics and Security, 2023

Language: Python - Size: 502 KB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 0

cuge1995/ICML-2021-adversarial-attack-and-defense

ICML-2021 paper and code list on adversarial-attack-and-defense

Size: 1.95 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

cuge1995/U6DA

official Pytorch implementation of paper 'Adversarial samples for deep monocular 6D object pose estimation'

Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

matiuste/DistriBlock

[UAI 2024 paper] DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution.

Language: Python - Size: 4.9 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

jeromerony/augmented_lagrangian_adversarial_attacks

Code for the ICCV 2021 paper "Augmented Lagrangian Adversarial Attacks"

Language: Python - Size: 37.1 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 3

salesforce/adversarial-polyglots

Code for the paper "Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots" (NAACL-HLT 2021)

Language: Python - Size: 45.9 KB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 7

Hewq77/RCCA

A New Context-Aware Framework for Defending Against Adversarial Attacks in Hyperspectral Image Classification (IEEE TGRS 2023)

Language: Python - Size: 6.75 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

GiorgosKarantonis/Adversarial-Attacks-with-Relativistic-AdvGAN

Using relativism to improve GAN-based Adversarial Attacks. 🦾

Language: Python - Size: 12.2 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 7

gmh14/RobNets

[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

Language: Python - Size: 324 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 123 - Forks: 15

CGCL-codes/AdvEncoder

The implementation of our ICCV 2023 paper "Downstream-agnostic Adversarial Examples"

Language: Python - Size: 283 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 68 - Forks: 4

sfpugh/Naturally-Adversarial-Datasets

An approach to curating naturally adversarial datasets.

Language: Python - Size: 314 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

ericyoc/adversarial-defense-hnn-poc

A classical-quantum or hybrid neural network with adversarial defense protection

Language: Jupyter Notebook - Size: 5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

ericyoc/adversarial-defense-cnn-poc

A classical or convolutional neural network model with adversarial defense protection

Language: Jupyter Notebook - Size: 3.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

LAiSR-SK/.github

Size: 108 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

LixiaoTHU/ROCK

Recognition by Components

Language: Python - Size: 122 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

TreeLLi/AROID

AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation. IJCV 2024.

Language: Python - Size: 344 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

VL-Group/GAKer

(ECCV2024) Any Target Can be Offense: Adversarial Example Generation via Generalized Latent Infection

Language: Python - Size: 3.55 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

FACL-Attack/FACL-Attack.github.io

Project Page (FACL-Attack, AAAI 2024)

Language: JavaScript - Size: 5.41 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

jaypmorgan/adaptive-neighbourhoods

Python API for generating adapted and unique neighbourhoods for searching for adversarial examples.

Language: C++ - Size: 249 KB - Last synced at: 23 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

AndreiChertkov/tetradat

Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.

Language: Python - Size: 79.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

MissMeriel/openpilot-falsification

Finding Property Violations through Network Falsification: Challenges, Adaptations and Lessons Learned from OpenPilot

Language: Python - Size: 109 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 1

KyloRen1/Geometric-properties-of-adversarial-images

Code for paper Geometric properties of adversarial images [DSMP 2020]

Language: Jupyter Notebook - Size: 219 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Sumireko-Usami/inappropriate-content-image-detection-model

用于检测图像中不良内容的深度学习模型，对输入图像进行暴力和非暴力的二分类，并通过AIGC图像、对抗样本和加噪图像进行了增强。

Language: Python - Size: 458 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

CLIAgroup/ANDA

[CVPR2024 Highlight] Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning

Language: Python - Size: 14.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 1

shahrukhx01/bert-probe

BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipes of implicit and explicit defenses against character-level attacks.

Language: Jupyter Notebook - Size: 43.8 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 3

dependable-cps/AdversarialAttack-PHM

Language: Python - Size: 9.78 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 12

Verified-Intelligence/alpha-beta-CROWN

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)

Language: Python - Size: 70.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 202 - Forks: 46

alirezaabdollahpour/CURE_fast_adversarial

An unofficial version of the PyTorch implementation of CURE and Fast Adversarial training with FGSM.

Language: Python - Size: 146 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ogunlao/adversarial-example-presentation

Contains a presentation and notebook of various Adversarial Example methods.

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

poloclub/robust-physical-attack Fork of shangtse/robust-physical-attack

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

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

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

giorgio-mariani/Adversarial-Surfaces-via-Band-Limited-Perturbations

This repository contains the majority of the code for "Generating Adversarial Surfaces via Band-Limited Perturbations."

Language: Python - Size: 53.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0