LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs’ Vulnerability Reasoning
Authors: Yuqiang Sun, Daoyuan Wu, Yue Xue, Han Liu, Wei Ma, Lyuye Zhang, Yang Liu, Yingjiu Li | Published: 2024-01-29 | Updated: 2025-01-13
LLM Performance Evaluation
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness
Authors: Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira | Published: 2024-01-26 | Updated: 2024-04-19
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
Authors: Zhen Xiang, Fengqing Jiang, Zidi Xiong, Bhaskar Ramasubramanian, Radha Poovendran, Bo Li | Published: 2024-01-20
LLM4Fuzz: Guided Fuzzing of Smart Contracts with Large Language Models
Authors: Chaofan Shou, Jing Liu, Doudou Lu, Koushik Sen | Published: 2024-01-20
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
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