Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Pfllib	1,176		2 months ago			7	gpl-2.0	Python
We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study
One Pixel Attack Keras	1,078		4 years ago			4	mit	Jupyter Notebook
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
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		7 months ago			4	mit	Python

Jpeg Defense	65		6 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 Meta Adversarial Training

Select To Compare

Pfllib ⭐ 1,176

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

most recent commit 2 months ago

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 4 years 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

most recent commit 7 months ago

Jpeg Defense ⭐ 65

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

most recent commit 6 years ago

Robgan ⭐ 51

Rob-GAN: Generator, Discriminator and Adversarial Attacker

most recent commit 5 years ago

Suggest An Alternative To meta-adversarial-training

Alternative Project Comparisons

Meta Adversarial Training vs Pfllib

Meta Adversarial Training vs One Pixel Attack Keras

Meta Adversarial Training vs Imagenet Adversarial Training

Meta Adversarial Training vs Zoo Attack

Meta Adversarial Training vs Limited Blackbox Attacks

Meta Adversarial Training vs Adversarial_survey

Meta Adversarial Training vs Advex Uar

Meta Adversarial Training vs Trojannet

Meta Adversarial Training vs Jpeg Defense

Meta Adversarial Training vs Robgan

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