Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks
☆24Dec 11, 2020Updated 5 years ago
Alternatives and similar repositories for FGPM
Users that are interested in FGPM are comparing it to the libraries listed below
Sorting:
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Oct 27, 2023Updated 2 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆18Jun 12, 2023Updated 2 years ago
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆73Mar 24, 2023Updated 2 years ago
- ☆25May 6, 2021Updated 4 years ago
- Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021☆44Jul 23, 2021Updated 4 years ago
- EMNLP BlackBox NLP 2020: Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples☆26Oct 11, 2020Updated 5 years ago
- DILMA: Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers☆12Oct 7, 2020Updated 5 years ago
- ☆14Jul 13, 2022Updated 3 years ago
- Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"☆88Apr 11, 2021Updated 4 years ago
- Code base for the EMNLP 2021 paper, "Multi-granularity Textual Adversarial Attack with Behavior Cloning".☆13Apr 18, 2022Updated 3 years ago
- A Query Efficient Natural Language Attack in a Black Box Setting☆17Sep 23, 2021Updated 4 years ago
- Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"☆34Apr 28, 2020Updated 5 years ago
- Adversarial perturbations on word embeddings of BERT☆13Jan 17, 2021Updated 5 years ago
- Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)☆38Dec 30, 2019Updated 6 years ago
- 电商评论观点挖掘☆39Aug 28, 2019Updated 6 years ago
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆17Oct 8, 2024Updated last year
- Natural Universal Trigger Search (NUTS)☆21Apr 17, 2021Updated 4 years ago
- An Open-Source Package for Textual Adversarial Attack.☆771Jul 20, 2023Updated 2 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆161Dec 20, 2019Updated 6 years ago
- UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering☆27Jul 25, 2023Updated 2 years ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆32Jul 11, 2022Updated 3 years ago
- ☆31Aug 28, 2023Updated 2 years ago
- Adversarial Training for Natural Language Understanding☆253Sep 6, 2023Updated 2 years ago
- Adversarial Defense for Ensemble Models (ICML 2019)☆61Nov 28, 2020Updated 5 years ago
- ☆10Aug 9, 2023Updated 2 years ago
- Official adversarial mixup resynthesis repository☆35Feb 14, 2020Updated 6 years ago
- ☆10Sep 29, 2023Updated 2 years ago
- An official PyTorch implementation of "Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels" (WSDM 2022))☆34Jul 5, 2022Updated 3 years ago
- Code for Adversarial Training Methods for Semi-Supervised Text Classification☆124Jul 10, 2018Updated 7 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆153Oct 15, 2020Updated 5 years ago
- Implementation and evaluation of Almanac (Automaton/Logic Multi-Agent Natural Actor-Critic), an algorithm for multi-agent reinforcement l…☆10May 5, 2022Updated 3 years ago
- 《大语言模型》综述全书学习笔记☆13Aug 2, 2024Updated last year
- My blogs and code for machine learning. http://cnblogs.com/pinard☆13Jul 12, 2019Updated 6 years ago
- Spark projects. Learning book "Machine Learning with Spark"☆10Jun 3, 2017Updated 8 years ago
- News classification & recommendation in Keras☆13Jun 15, 2020Updated 5 years ago
- Python diff / merge basic dictionaries / lists☆11May 1, 2016Updated 9 years ago
- A project from EECS6414M of Winter 2020 at York University☆11Mar 26, 2020Updated 5 years ago
- ☆12Jun 19, 2024Updated last year
- Must-read Papers on Textual Adversarial Attack and Defense☆1,576Jun 4, 2025Updated 9 months ago