LostOxygen / llm-confidentiality
Whispers in the Machine: Confidentiality in LLM-integrated Systems
☆35Updated 3 weeks ago
Alternatives and similar repositories for llm-confidentiality:
Users that are interested in llm-confidentiality are comparing it to the libraries listed below
- [NDSS'25 Poster] A collection of automated evaluators for assessing jailbreak attempts.☆133Updated 3 weeks ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆105Updated 2 months ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆49Updated 7 months ago
- Can Large Language Models Solve Security Challenges? We test LLMs' ability to interact and break out of shell environments using the Over…☆11Updated last year
- Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives☆67Updated last year
- A prompt injection game to collect data for robust ML research☆55Updated 2 months ago
- AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks☆39Updated 9 months ago
- ☆44Updated last year
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆61Updated last year
- Finding trojans in aligned LLMs. Official repository for the competition hosted at SaTML 2024.☆109Updated 9 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆51Updated 7 months ago
- A repository of Language Model Vulnerabilities and Exposures (LVEs).☆108Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆43Updated 5 months ago
- ☆53Updated 3 months ago
- This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses☆182Updated 2 months ago
- ☆20Updated 2 months ago
- [ICLR 2025] Dissecting Adversarial Robustness of Multimodal LM Agents☆77Updated last month
- LLM security and privacy☆48Updated 5 months ago
- Papers about red teaming LLMs and Multimodal models.☆105Updated 4 months ago
- Code to break Llama Guard☆31Updated last year
- The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Lang…☆101Updated 2 months ago
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆116Updated last week
- ☆81Updated last year
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆41Updated 2 months ago
- LLM Self Defense: By Self Examination, LLMs know they are being tricked☆32Updated 10 months ago
- ☆57Updated 9 months ago
- Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique☆14Updated 7 months ago
- Agent Security Bench (ASB)☆69Updated this week
- ☆22Updated 7 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆59Updated 5 months ago