dugu9sword / dneLinks
ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble
☆18Updated 2 years ago
Alternatives and similar repositories for dne
Users that are interested in dne are comparing it to the libraries listed below
Sorting:
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Updated last year
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆16Updated 9 months ago
- Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021☆43Updated 3 years ago
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆31Updated 4 years ago
- Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks☆24Updated 4 years ago
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆70Updated 2 years ago
- Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)☆38Updated 5 years ago
- Natural Universal Trigger Search (NUTS)☆21Updated 4 years ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆29Updated 3 years ago
- ☆18Updated 4 years ago
- ☆9Updated 4 years ago
- ☆25Updated 4 years ago
- Code for ACL2018 HotFlip: White-Box Adversarial Examples for Text Classification, Word-level Adversarial Examples☆36Updated 6 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆34Updated 3 years ago
- Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"☆43Updated 2 years ago
- Natural Language Attacks in a Hard Label Black Box Setting.☆47Updated 4 years ago
- Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT☆198Updated 4 years ago
- Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"☆87Updated 4 years ago
- Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"☆107Updated 2 years ago
- Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)☆24Updated 3 years ago
- ☆24Updated 4 years ago
- Code base for the EMNLP 2021 paper, "Multi-granularity Textual Adversarial Attack with Behavior Cloning".☆13Updated 3 years ago
- ☆26Updated 4 years ago
- Code and data of the EMNLP 2021 paper "Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer"☆43Updated 2 years ago
- ☆18Updated 3 years ago
- ☆14Updated 3 years ago
- code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification☆27Updated 3 years ago
- Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples (EACL 2021)☆8Updated 4 years ago
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆24Updated 3 years ago
- Adversarial examples for Seq2Seq model in NLP☆40Updated 6 years ago