Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
One Pixel Attack Keras	1,078		3 years ago			4	mit	Jupyter Notebook
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Pfllib	935		3 months ago			7	gpl-2.0	Python
Personalized federated learning simulation platform with non-IID and unbalanced dataset
Imagenet Adversarial Training	510		4 years ago				other	Python
ImageNet classifier with state-of-the-art adversarial robustness
Zoo Attack	123		3 years ago			4	other	Python
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
Limited Blackbox Attacks	98		4 years ago			6		Python
Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)
Adversarial_survey	86		3 years ago			1		Python
Robustness vs Accuracy Survey on ImageNet
Advex Uar	77	1	2 years ago	6	April 26, 2022	5	apache-2.0	Python
Code for "Testing Robustness Against Unforeseen Adversaries"
Trojannet	75		5 months ago			4	mit	Python

Jpeg Defense	65		5 years ago				mit	Python
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
Robgan	51		5 years ago			2	mit	Python
Rob-GAN: Generator, Discriminator and Adversarial Attacker

Alternatives To Adversarial_lab

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One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

most recent commit 3 years ago

Pfllib ⭐ 935

Personalized federated learning simulation platform with non-IID and unbalanced dataset

most recent commit 3 months ago

Imagenet Adversarial Training ⭐ 510

ImageNet classifier with state-of-the-art adversarial robustness

most recent commit 4 years ago

Zoo Attack ⭐ 123

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

most recent commit 3 years ago

Limited Blackbox Attacks ⭐ 98

Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)

most recent commit 4 years ago

Adversarial_survey ⭐ 86

Robustness vs Accuracy Survey on ImageNet

most recent commit 3 years ago

Advex Uar ⭐ 77

Code for "Testing Robustness Against Unforeseen Adversaries"

dependent packages 1total releases 6most recent commit 2 years ago

Trojannet ⭐ 75

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Jpeg Defense ⭐ 65

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

most recent commit 5 years ago

Robgan ⭐ 51

Rob-GAN: Generator, Discriminator and Adversarial Attacker

most recent commit 5 years ago

Suggest An Alternative To adversarial_lab

Alternative Project Comparisons

Adversarial_lab vs One Pixel Attack Keras

Adversarial_lab vs Pfllib

Adversarial_lab vs Imagenet Adversarial Training

Adversarial_lab vs Zoo Attack

Adversarial_lab vs Limited Blackbox Attacks

Adversarial_lab vs Adversarial_survey

Adversarial_lab vs Advex Uar

Adversarial_lab vs Trojannet

Adversarial_lab vs Jpeg Defense

Adversarial_lab vs Robgan

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