HKUST-KnowComp / GEIA
Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
☆45Updated 10 months ago
Alternatives and similar repositories for GEIA:
Users that are interested in GEIA are comparing it to the libraries listed below
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆86Updated 11 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆51Updated 6 months ago
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆67Updated 10 months ago
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆50Updated 2 years ago
- ☆35Updated last year
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆80Updated 7 months ago
- A Synthetic Dataset for Personal Attribute Inference (NeurIPS'24 D&B)☆40Updated 4 months ago
- ☆42Updated 2 months ago
- 🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…☆42Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆80Updated 11 months ago
- Official Code for ACL 2023 paper: "Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confid…☆23Updated last year
- Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs☆74Updated 4 months ago
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆97Updated last year
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆33Updated 9 months ago
- ☆38Updated last year
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆33Updated last year
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆29Updated 2 years ago
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆62Updated last year
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆37Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆70Updated 7 months ago
- Fingerprint large language models☆34Updated 9 months ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆52Updated last year
- Weak-to-Strong Jailbreaking on Large Language Models☆73Updated last year
- ☆170Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆45Updated 6 months ago
- Official Repository for Dataset Inference for LLMs☆33Updated 9 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆60Updated 3 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆62Updated 5 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆152Updated 11 months ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆71Updated 7 months ago