cmhcbb / Seq2Sick
Adversarial examples for Seq2Seq model in NLP
☆39Updated 5 years ago
Related projects: ⓘ
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆27Updated 3 years ago
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆66Updated last year
- Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)☆39Updated 4 years ago
- to add☆20Updated 4 years ago
- [EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Q…☆26Updated 2 years ago
- Code for ACL2018 HotFlip: White-Box Adversarial Examples for Text Classification, Word-level Adversarial Examples☆32Updated 5 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆15Updated last year
- Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)☆137Updated 2 years ago
- codes for paper "learning to discriminate perturbations for blocking adversarial attacks in text classification" in EMNLP19☆15Updated 4 years ago
- Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks☆23Updated 3 years ago
- Implementation code for the paper "Generating Natural Language Adversarial Examples"☆167Updated 5 years ago
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆30Updated 10 months ago
- Generating Natural Adversarial Examples, ICLR 2018☆142Updated 6 years ago
- Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021☆41Updated 3 years ago
- Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.☆41Updated 4 years ago
- ☆62Updated 2 years ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Updated 3 years ago
- Natural Universal Trigger Search (NUTS)☆21Updated 3 years ago
- ☆37Updated 4 years ago
- [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Y…☆82Updated 10 months ago
- OOD Generalization and Detection (ACL 2020)☆60Updated 4 years ago
- ☆28Updated 3 years ago
- [ICLR 2020] Code for paper "Robustness Verification for Transformers"☆25Updated last year
- Code for "Imitation Attacks and Defenses for Black-box Machine Translations Systems"☆36Updated 4 years ago
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆15Updated 2 years ago
- Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)☆20Updated 2 years ago
- Natural Language Attacks in a Hard Label Black Box Setting.☆40Updated 3 years ago
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆34Updated 3 years ago
- ☆22Updated 3 years ago
- A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)☆23Updated 3 years ago