#Adversarial-examples

Showing 21 of 21 repositories tagged #adversarial-examples, ranked by stars

Trusted-AI
Trusted-AI
adversarial-robustness-toolbox

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

Score
100
★ 6.1k ⑂ 1.3k +10/day
Python
QData
QData
TextAttack

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

Score
100
★ 3.4k ⑂ 451 +4/day
Python
bethgelab
bethgelab
foolbox

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

Score
75
★ 3.0k ⑂ 439 +2/day
Python
advboxes
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.

Score
75
★ 1.4k ⑂ 266
Jupyter Notebook
BorealisAI
BorealisAI
advertorch

A Toolbox for Adversarial Robustness Research

Score
62
★ 1.4k ⑂ 197 +1/day
Jupyter Notebook
MadryLab
MadryLab
photoguard

Raising the Cost of Malicious AI-Powered Image Editing

Score
80
★ 684 ⑂ 69
Jupyter Notebook
Koukyosyumei
Koukyosyumei
AIJack

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

Score
88
★ 429 ⑂ 67
C++
airbnb
airbnb
artificial-adversary

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

Score
50
★ 404 ⑂ 56
Python
chbrian
chbrian
awesome-adversarial-examples-dl

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

Score
60
★ 266 ⑂ 56
jeromerony
jeromerony
adversarial-library

Library containing PyTorch implementations of various adversarial attacks and resources

Score
100
★ 167 ⑂ 21 +1/day
Python
microsoft
microsoft
denoised-smoothing

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

Score
40
★ 101 ⑂ 20 +2/day
Jupyter Notebook
hendrycks
hendrycks
pre-training

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

Score
0
★ 99 ⑂ 18
Python
j40903272
j40903272
MalConv-keras

This is the implementation of MalConv proposed in [Malware Detection by Eating a Whole EXE](https://arxiv.org/abs/1710.09435) and its adversarial sample crafting.

Score
25
★ 96 ⑂ 42
Python
hfawaz
hfawaz
ijcnn19attacks

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Score
20
★ 81 ⑂ 29
Jupyter Notebook
thunlp
thunlp
Advbench

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

Score
50
★ 78 ⑂ 9
Python
deqangss
deqangss
adv-dnn-ens-malware

adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants

Score
38
★ 58 ⑂ 13
Python
GiorgosKarantonis
GiorgosKarantonis
Adversarial-Attacks-with-Relativistic-AdvGAN

Using relativism to improve GAN-based Adversarial Attacks. 🦾

Score
0
★ 45 ⑂ 11
Python
dependable-cps
dependable-cps
adversarial-MTSR
Score
25
★ 30 ⑂ 16
Python
dependable-cps
dependable-cps
AdversarialAttack-PHM
Score
12
★ 28 ⑂ 12
Python
deqangss
deqangss
pad4amd

adversarial malware detection via a principled way

Score
0
★ 24 ⑂ 3
Python
AJAkil
AJAkil
LLMalMorph

This repository contain the tool LLMalMorph, a semi automated tool that utilize Large Language Models(LLMs) to generate malware variants from existing malware source code with prompt engineering

Score
0
★ 12 ⑂ 1
Python
Related Topics
#adversarial-attacks#machine-learning#deep-learning#adversarial-machine-learning#security#python#pytorch#robustness#computer-vision#cybersecurity#artificial-intelligence#privacy

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