HKUST-KnowComp / GEIALinks
Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
☆48Updated last year
Alternatives and similar repositories for GEIA
Users that are interested in GEIA are comparing it to the libraries listed below
Sorting:
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆100Updated last year
- ☆67Updated 7 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆149Updated 9 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆170Updated 5 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆89Updated last year
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆105Updated last year
- ☆183Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆91Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆164Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆166Updated 9 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆72Updated 10 months ago
- A Synthetic Dataset for Personal Attribute Inference (NeurIPS'24 D&B)☆44Updated 2 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆193Updated 7 months ago
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆38Updated last year
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆99Updated 8 months ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆55Updated last year
- Python package for measuring memorization in LLMs.☆166Updated 2 months ago
- ☆39Updated 2 years ago
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆56Updated 2 years ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆74Updated last year
- [CIKM 2024] Trojan Activation Attack: Attack Large Language Models using Activation Steering for Safety-Alignment.☆28Updated last year
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆35Updated last year
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆67Updated last year
- ☆62Updated 9 months ago
- A Comprehensive Assessment of Trustworthiness in GPT Models☆303Updated last year
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆155Updated 5 months ago
- ☆46Updated last year
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆143Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆58Updated 11 months ago
- A re-implementation of the "Red Teaming Language Models with Language Models" paper by Perez et al., 2022☆34Updated last year