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 |
- [2024.08.17] We collected
34
related papers from ACL'24! - [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 (2)
- Competition (5)
- Leaderboard (3)
- Toolkit (10)
- Survey (32)
- Paper (1271)
- A. Safety (703)
- A0. General (16)
- A1. Jailbreak (280)
- A2. Alignment (74)
- A3. Deepfake (57)
- A4. Ethics (5)
- A5. Fairness (54)
- A6. Hallucination (109)
- A7. Prompt Injection (41)
- A8. Toxicity (67)
- B. Security (193)
- B0. General (7)
- B1. Adversarial Examples (82)
- B2. Poison & Backdoor (92)
- B3. System (12)
- C. Privacy (375)
- C0. General (28)
- C1. Contamination (13)
- C2. Copyright (131)
- C3. Data Reconstruction (43)
- C4. Membership Inference Attacks (34)
- C5. Model Extraction (10)
- C6. Privacy-Preserving Computation (68)
- C7. Property Inference Attacks (3)
- C8. Unlearning (45)
- A. Safety (703)
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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