facebookresearch / text-adversarial-attack
Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
☆99Updated last year
Related projects ⓘ
Alternatives and complementary repositories for text-adversarial-attack
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆37Updated 3 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 4 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆79Updated 6 months ago
- TrojanLM: Trojaning Language Models for Fun and Profit☆15Updated 3 years ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆67Updated 2 months ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆27Updated 2 years ago
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆21Updated 2 years ago
- Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"☆37Updated 2 years ago
- ☆49Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆45Updated last month
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Updated last year
- Code for watermarking language models☆72Updated 2 months ago
- ☆53Updated last year
- ☆51Updated 5 months ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆151Updated last year
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆39Updated last month
- ☆38Updated last year
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆41Updated 6 months ago
- Code and data of the ACL 2021 paper "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"☆16Updated 3 years ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆46Updated 3 weeks ago
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆43Updated last year
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆29Updated 3 years ago
- Starter kit and data loading code for the Trojan Detection Challenge NeurIPS 2022 competition☆33Updated last year
- ☆25Updated 5 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆30Updated 9 months ago
- [Findings of ACL 2023] Bridge the Gap Between CV and NLP! A Optimization-based Textual Adversarial Attack Framework.☆12Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆71Updated 6 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆34Updated 4 months ago
- ☆14Updated 3 years ago
- [ICLR 2024] Provable Robust Watermarking for AI-Generated Text☆26Updated 11 months ago