lancopku / RAP
Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)
☆20Updated 2 years ago
Related projects: ⓘ
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆21Updated 2 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
- ☆13Updated 3 years ago
- Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"☆37Updated 2 years ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆26Updated 2 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆28Updated 2 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆32Updated 2 months ago
- Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)☆15Updated 3 years ago
- ☆23Updated last year
- Code and data of the EMNLP 2021 paper "Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer"☆41Updated last year
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆15Updated last year
- Code and data of the ACL 2021 paper "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"☆15Updated 3 years ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents"☆29Updated 3 months ago
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆15Updated 2 years ago
- Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks☆23Updated 3 years ago
- Natural Universal Trigger Search (NUTS)☆21Updated 3 years ago
- SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)☆27Updated 3 years ago
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆30Updated 10 months ago
- Natural Language Attacks in a Hard Label Black Box Setting.☆40Updated 3 years ago
- Hidden backdoor attack on NLP systems☆45Updated 2 years ago
- ☆16Updated 2 years ago
- TrojanLM: Trojaning Language Models for Fun and Profit☆15Updated 3 years ago
- ☆6Updated 2 years ago
- [EMNLP 2022] Distillation-Resistant Watermarking (DRW) for Model Protection in NLP☆12Updated last year
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆20Updated 11 months ago
- ☆19Updated last year
- Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency☆66Updated last year
- [S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models☆14Updated 7 months ago
- Towards Safe LLM with our simple-yet-highly-effective Intention Analysis Prompting☆10Updated 5 months ago