Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security
Authors: Yihe Fan, Yuxin Cao, Ziyu Zhao, Ziyao Liu, Shaofeng Li | Published: 2024-04-08 | Updated: 2024-08-11
LLMセキュリティ
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
Authors: Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz | Published: 2024-04-06
Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes
Authors: Divyanshu Kumar, Anurakt Kumar, Sahil Agarwal, Prashanth Harshangi | Published: 2024-04-05 | Updated: 2024-09-09
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
Authors: Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion | Published: 2024-04-02 | Updated: 2024-10-07
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack
Authors: Ying Zhou, Ben He, Le Sun | Published: 2024-04-02
Can LLMs get help from other LLMs without revealing private information?
Authors: Florian Hartmann, Duc-Hieu Tran, Peter Kairouz, Victor Cărbune, Blaise Aguera y Arcas | Published: 2024-04-01 | Updated: 2024-04-02
To Err is Machine: Vulnerability Detection Challenges LLM Reasoning
Authors: Benjamin Steenhoek, Md Mahbubur Rahman, Monoshi Kumar Roy, Mirza Sanjida Alam, Hengbo Tong, Swarna Das, Earl T. Barr, Wei Le | Published: 2024-03-25 | Updated: 2025-01-07
Large Language Models for Blockchain Security: A Systematic Literature Review
Authors: Zheyuan He, Zihao Li, Sen Yang, He Ye, Ao Qiao, Xiaosong Zhang, Xiapu Luo, Ting Chen | Published: 2024-03-21 | Updated: 2025-03-24
Large language models in 6G security: challenges and opportunities
Authors: Tri Nguyen, Huong Nguyen, Ahmad Ijaz, Saeid Sheikhi, Athanasios V. Vasilakos, Panos Kostakos | Published: 2024-03-18
What Was Your Prompt? A Remote Keylogging Attack on AI Assistants
Authors: Roy Weiss, Daniel Ayzenshteyn, Guy Amit, Yisroel Mirsky | Published: 2024-03-14