LLbezpeky: Leveraging Large Language Models for Vulnerability Detection
Authors: Noble Saji Mathews, Yelizaveta Brus, Yousra Aafer, Meiyappan Nagappan, Shane McIntosh | Published: 2024-01-02 | Updated: 2024-02-13
LLM性能評価
Digger: Detecting Copyright Content Mis-usage in Large Language Model Training
Authors: Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guoai Xu, Guosheng Xu, Haoyu Wang | Published: 2024-01-01
SecQA: A Concise Question-Answering Dataset for Evaluating Large Language Models in Computer Security
Authors: Zefang Liu | Published: 2023-12-26
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models
Authors: Xin Jin, Jonathan Larson, Weiwei Yang, Zhiqiang Lin | Published: 2023-12-15
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature
Authors: Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud | Published: 2023-12-12
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
Authors: Alexander Robey, Eric Wong, Hamed Hassani, George J. Pappas | Published: 2023-10-05 | Updated: 2024-06-11
Misusing Tools in Large Language Models With Visual Adversarial Examples
Authors: Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes | Published: 2023-10-04
Jailbreaker in Jail: Moving Target Defense for Large Language Models
Authors: Bocheng Chen, Advait Paliwal, Qiben Yan | Published: 2023-10-03
On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
Authors: Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu | Published: 2023-10-02
Watch Your Language: Investigating Content Moderation with Large Language Models
Authors: Deepak Kumar, Yousef AbuHashem, Zakir Durumeric | Published: 2023-09-25 | Updated: 2024-01-17