facebookresearch / text-adversarial-attack
Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
☆102Updated 2 years ago
Alternatives and similar repositories for text-adversarial-attack:
Users that are interested in text-adversarial-attack are comparing it to the libraries listed below
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 7 months ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆29Updated 2 years ago
- codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"☆31Updated last year
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆39Updated 3 years ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆84Updated 9 months ago
- Training data extraction on GPT-2☆180Updated 2 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆32Updated 3 years ago
- TrojanLM: Trojaning Language Models for Fun and Profit☆15Updated 3 years ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆46Updated 9 months ago
- Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)☆22Updated 3 years ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆69Updated 5 months ago
- ☆41Updated last week
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆43Updated 7 months ago
- Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"☆41Updated 2 years ago
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆58Updated last year
- ☆53Updated last year
- ☆52Updated last year
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆19Updated 6 months ago
- ☆30Updated 2 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆140Updated 9 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆75Updated last month
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆60Updated 4 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆35Updated last year
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆47Updated 4 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆55Updated 3 months ago
- [Findings of ACL 2023] Bridge the Gap Between CV and NLP! A Optimization-based Textual Adversarial Attack Framework.☆13Updated last year
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆45Updated last year
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆79Updated 5 months ago
- ☆53Updated 8 months ago
- ☆40Updated last year