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):
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| Title | Link | Code | Venue | Classification | Model | Comment |
|---|---|---|---|---|---|---|
| aa | arxiv | github | bb'23 | A1. Jailbreak | LLM | Agent |
- [2024.05.13] We collected
7related papers from S&P'24! - [2024.04.27] We adjusted the categories.
- [2024.01.20] We collected
3related papers from NDSS'24! - [2024.01.17] We collected
108related papers from ICLR'24! - [2024.01.09] 🚀 LM-SSP is released!
- Book (1)
- Competition (5)
- Leaderboard (3)
- Toolkit (8)
- Survey (26)
- Paper (832)
- A. Safety (494)
- A0. General (8)
- A1. Jailbreak (168)
- A2. Alignment (53)
- A3. Deepfake (41)
- A4. Ethics (5)
- A5. Fairness (50)
- A6. Hallucination (102)
- A7. Prompt Injection (14)
- A8. Toxicity (53)
- B. Security (134)
- B0. General (2)
- B1. Adversarial Examples (65)
- B2. Poison & Backdoor (59)
- B3. System (8)
- C. Privacy (204)
- C0. General (17)
- C1. Contamination (11)
- C2. Copyright (69)
- C3. Data Reconstruction (23)
- C4. Membership Inference Attacks (13)
- C5. Model Extraction (7)
- C6. Privacy-Preserving Computation (31)
- C7. Property Inference Attacks (1)
- C8. Unlearning (32)
- A. Safety (494)
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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
