thunlp / OpenAttack
An Open-Source Package for Textual Adversarial Attack.
☆725Updated last year
Alternatives and similar repositories for OpenAttack:
Users that are interested in OpenAttack are comparing it to the libraries listed below
- Must-read Papers on Textual Adversarial Attack and Defense☆1,545Updated 3 months ago
- Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT☆196Updated 4 years ago
- A Model for Natural Language Attack on Text Classification and Inference☆510Updated 2 years ago
- Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing☆644Updated 2 years ago
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,157Updated 9 months ago
- Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"☆88Updated 4 years ago
- Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)☆296Updated 9 months ago
- Adversarial Training for Natural Language Understanding☆251Updated last year
- Natural Language Attacks in a Hard Label Black Box Setting.☆47Updated 3 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆180Updated 2 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆729Updated 2 years ago
- CodeBase for Paper: "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers", / Interactive Demo @☆78Updated 2 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆533Updated 3 years ago
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆69Updated 2 years ago
- ☆397Updated 3 years ago
- Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)☆141Updated 3 years ago
- Implementation code for the paper "Generating Natural Language Adversarial Examples"☆169Updated 5 years ago
- Implementation Code of TextHoaxer☆14Updated 2 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆355Updated 4 years ago
- Summarization Papers☆1,010Updated last year
- Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"☆107Updated 2 years ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,654Updated last year
- Interpretable Evaluation for AI Systems☆365Updated 2 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆291Updated 8 months ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆299Updated 3 years ago
- ☆11Updated 5 years ago
- [DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations☆793Updated 3 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆287Updated 2 years ago
- Code and source for paper ``How to Fine-Tune BERT for Text Classification?``☆630Updated 3 years ago
- NLP Course Material & QA☆171Updated 3 years ago