Leveraging Large Language Models to Detect npm Malicious Packages
Authors: Nusrat Zahan, Philipp Burckhardt, Mikola Lysenko, Feross Aboukhadijeh, Laurie Williams | Published: 2024-03-18 | Updated: 2025-01-06
LLM Performance Evaluation
Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention
Authors: Ellie Prosser, Matthew Edwards | Published: 2024-03-14
PRSA: PRompt Stealing Attacks against Large Language Models
Authors: Yong Yang, Changjiang Li, Yi Jiang, Xi Chen, Haoyu Wang, Xuhong Zhang, Zonghui Wang, Shouling Ji | Published: 2024-02-29 | Updated: 2024-06-08
Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction
Authors: Tong Liu, Yingjie Zhang, Zhe Zhao, Yinpeng Dong, Guozhu Meng, Kai Chen | Published: 2024-02-28 | Updated: 2024-06-10
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification
Authors: Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh | Published: 2024-02-20 | Updated: 2024-06-06
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
Authors: Minghao Shao, Boyuan Chen, Sofija Jancheska, Brendan Dolan-Gavitt, Siddharth Garg, Ramesh Karri, Muhammad Shafique | Published: 2024-02-19
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge
Authors: Norbert Tihanyi, Mohamed Amine Ferrag, Ridhi Jain, Tamas Bisztray, Merouane Debbah | Published: 2024-02-12 | Updated: 2024-06-03
Differentially Private Training of Mixture of Experts Models
Authors: Pierre Tholoniat, Huseyin A. Inan, Janardhan Kulkarni, Robert Sim | Published: 2024-02-11
In-Context Learning Can Re-learn Forbidden Tasks
Authors: Sophie Xhonneux, David Dobre, Jian Tang, Gauthier Gidel, Dhanya Sridhar | Published: 2024-02-08
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia
Authors: Guangyu Shen, Siyuan Cheng, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Lu Yan, Zhuo Zhang, Shiqing Ma, Xiangyu Zhang | Published: 2024-02-08