alicia-tsai / adversarial-sentiment-classification
Adversarial attack on sentiment classification task.
☆9Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for adversarial-sentiment-classification
- to add☆20Updated 5 years ago
- Adversarial examples for Seq2Seq model in NLP☆39Updated 6 years ago
- Implementation code for the paper "Generating Natural Language Adversarial Examples"☆167Updated 5 years ago
- codes for paper "learning to discriminate perturbations for blocking adversarial attacks in text classification" in EMNLP19☆15Updated 4 years ago
- Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)☆39Updated 4 years ago
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆67Updated last year
- Generating Natural Adversarial Examples, ICLR 2018☆142Updated 6 years ago
- Generate adversarial text via gradient methods☆31Updated 5 years ago
- Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"☆85Updated 3 years ago
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆27Updated 3 years ago
- ☆37Updated 4 years ago
- Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)☆138Updated 3 years ago
- ☆28Updated 4 years ago
- Natural Language Attacks in a Hard Label Black Box Setting.☆43Updated 3 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆53Updated 7 years ago
- CodeBase for Paper: "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers", / Interactive Demo @☆73Updated last year
- CAAD 2018 winning submissions☆34Updated 5 years ago
- PyTorch library for adversarial attack and training☆143Updated 5 years ago
- ☆51Updated 5 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆221Updated 5 years ago
- ☆62Updated 2 years ago
- Interval attacks (adversarial ML)☆21Updated 5 years ago
- Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.☆42Updated 4 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆166Updated 3 years ago
- Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks☆23Updated 3 years ago
- The official code to reproduce results from the NACCL2019 paper: White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks☆12Updated 5 years ago
- Code for ACL2018 HotFlip: White-Box Adversarial Examples for Text Classification, Word-level Adversarial Examples☆33Updated 5 years ago
- Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT☆188Updated 4 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆122Updated 4 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago