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The Top 20 Natural Language Processing Adversarial Attacks Open Source Projects

Open source projects categorized as Natural Language Processing Adversarial Attacks
Categories > Adversarial Attacks
Categories > Machine Learning > Natural Language Processing
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37most recent commit a year agopypi nlpaug} Downloads
Textattack ⭐ 2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
dependent packages 5total releases 46most recent commit 4 months agopypi textattack} Downloads
Taadpapers ⭐ 1,413
Must-read Papers on Textual Adversarial Attack and Defense
most recent commit 3 months ago
Openattack ⭐ 571
An Open-Source Package for Textual Adversarial Attack.
total releases 7most recent commit 9 months ago
Textfooler ⭐ 376
A Model for Natural Language Attack on Text Classification and Inference
most recent commit 2 years ago
Lm Ssp ⭐ 85
A reading list for large models safety, security, and privacy.
most recent commit 3 months ago
Dialogue Understanding ⭐ 82
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
most recent commit 3 years ago
Teapot Nlp ⭐ 59
Tool for Evaluating Adversarial Perturbations on Text
total releases 4most recent commit 2 years ago
Sememepso Attack ⭐ 58
Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"
most recent commit 3 years ago
Kitanaqa ⭐ 47
KitanaQA: Adversarial training and data augmentation for neural question-answering models
total releases 1most recent commit 3 years ago
Hallucination Attack ⭐ 44
Attack to induce LLMs within hallucinations
most recent commit 6 months ago
Acl18_results ⭐ 30
Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"
most recent commit 6 years ago
Code Soup ⭐ 18
This is a collection of algorithms and approaches used in the book adversarial deep learning
most recent commit 2 years ago
Bert Probe ⭐ 16
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.
most recent commit 2 years ago
Dgslow ⭐ 13
Codebase for the ACL 2023 paper: White-Box Multi-Objective Adversarial Attack on Dialogue Generation.
most recent commit 5 months ago
Bert Adv Embed ⭐ 12
Adversarial perturbations on word embeddings of BERT
most recent commit 3 years ago
Query Attack ⭐ 11
A Query Efficient Natural Language Attack in a Black Box Setting
most recent commit 3 years ago
Decepticonlp ⭐ 10
Python Library for Robustness Monitoring and Adversarial Debugging of NLP models
most recent commit 4 years ago
White 2 Black ⭐ 9
The official code to reproduce results from the NACCL2019 paper: White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks
most recent commit 5 years ago
Maya ⭐ 6
Code base for the EMNLP 2021 paper, "Multi-granularity Textual Adversarial Attack with Behavior Cloning".
most recent commit 2 years ago
The 2 Most Depended On Natural Language Processing Adversarial Attacks Open Source Projects
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37latest release July 07, 2022most recent commit a year agopypi nlpaug} Downloads
The 5 Latest Releases In Natural Language Processing Adversarial Attacks Open Source Projects
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37latest release July 07, 2022most recent commit a year agopypi nlpaug} Downloads
Openattack ⭐ 571
An Open-Source Package for Textual Adversarial Attack.
total releases 7latest release September 22, 2021most recent commit 9 months ago
Kitanaqa ⭐ 47
KitanaQA: Adversarial training and data augmentation for neural question-answering models
total releases 1latest release November 16, 2020most recent commit 3 years ago
Teapot Nlp ⭐ 59
Tool for Evaluating Adversarial Perturbations on Text
total releases 4latest release July 01, 2020most recent commit 2 years ago
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