OpenAttack

Adversarial testing tool

A Python toolkit for generating adversarial examples to test the robustness of natural language processing models

An Open-Source Package for Textual Adversarial Attack.

GitHub

699 stars
17 watching
125 forks
Language: Python
last commit: about 3 years ago
Linked from 1 awesome list

adversarial-attacksadversarial-examplenatural-language-processingnlppytorch

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
wuch15/fedattackAn implementation of an adversarial attack method in federated learning11
airbnb/artificial-adversaryA tool to generate adversarial text examples and test machine learning models against them399
borealisai/advertorchA toolbox for researching and evaluating robustness against attacks on machine learning models1,311
jind11/textfoolerA tool for generating adversarial examples to attack text classification and inference models496
thunlp/openclapA repository of pre-trained language models for natural language processing tasks in Chinese977
utkuozbulak/pytorch-cnn-adversarial-attacksPyTorch implementation of various Convolutional Neural Network adversarial attack techniques354
guanghelee/neurips19-certificates-of-robustnessProvides a framework for computing tight certificates of adversarial robustness for randomly smoothed classifiers.17
eric-wallace/universal-triggersA toolkit for generating and analyzing adversarial triggers in natural language processing models.295
1n3/intruderpayloadsA collection of tools and methodologies for identifying vulnerabilities in web applications3,698
autistic-symposium/sec-pentesting-toolkitA comprehensive collection of security tools and resources for pentesting and cybersecurity research166
p0cl4bs/wifipumpkin3A Python-based framework for conducting man-in-the-middle attacks and rogue access point exploits on wireless networks.2,016
nshalabi/attack-toolsUtilities for simulating adversary behavior in the context of threat intelligence and security analysis1,011
sandeep42/anuvadaThis is an open source PyTorch library providing tools and models to explain the predictions of deep neural networks for natural language processing tasks.19
mitre/advmlthreatmatrixA framework to help security analysts understand and prepare for adversarial machine learning attacks on AI systems1,056
jymcheong/autottpAutomated Tactics Techniques & Procedures platform to simplify scripting and automation of complex security testing and research workflows.251