The resources related to the trustworthiness of large models (LMs) across multiple dimensions (e.g., safety, security, and privacy), with a special focus on multi-modal LMs (e.g., vision-language models and diffusion models).
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This repo is in progress 🌱 (currently manually collected).
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Badges:
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🌻 Welcome to recommend resources to us via Issues with the following format (please fill in this table):
Title | Link | Code | Venue | Classification | Model | Comment |
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aa | arxiv | github | bb'23 | A1. Jailbreak | LLM | Agent |
- [2024.05.13] We collected
7
related papers from S&P'24! - [2024.04.27] We adjusted the categories.
- [2024.01.20] We collected
3
related papers from NDSS'24! - [2024.01.17] We collected
108
related papers from ICLR'24! - [2024.01.09] 🚀 LM-SSP is released!
- Book (1)
- Competition (5)
- Leaderboard (3)
- Toolkit (6)
- Survey (23)
- Paper (732)
- A. Safety (448)
- A0. General (6)
- A1. Jailbreak (138)
- A2. Alignment (48)
- A3. Deepfake (38)
- A4. Ethics (5)
- A5. Fairness (50)
- A6. Hallucination (100)
- A7. Prompt Injection (13)
- A8. Toxicity (50)
- B. Security (115)
- B0. General (1)
- B1. Adversarial Examples (61)
- B2. Poison & Backdoor (46)
- B3. System (7)
- C. Privacy (169)
- C0. General (15)
- C1. Contamination (8)
- C2. Copyright (56)
- C3. Data Reconstruction (20)
- C4. Membership Inference Attacks (9)
- C5. Model Extraction (7)
- C6. Privacy-Preserving Computation (23)
- C7. Property Inference Attacks (1)
- C8. Unlearning (30)
- A. Safety (448)
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Organizers: Tianshuo Cong (丛天硕), Xinlei He (何新磊), Zhengyu Zhao (赵正宇), Yugeng Liu (刘禹更), Delong Ran (冉德龙)
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This project is inspired by LLM Security, Awesome LLM Security, LLM Security & Privacy, UR2-LLMs, PLMpapers, EvaluationPapers4ChatGPT