Leveraging Large Language Models and Machine Learning for Smart Contract Vulnerability Detection
Authors: S M Mostaq Hossain, Amani Altarawneh, Jesse Roberts | Published: 2025-01-04
LLM Performance Evaluation
CySecBench: Generative AI-based CyberSecurity-focused Prompt Dataset for Benchmarking Large Language Models
Authors: Johan Wahréus, Ahmed Mohamed Hussain, Panos Papadimitratos | Published: 2025-01-02
Shifting-Merging: Secure, High-Capacity and Efficient Steganography via Large Language Models
Authors: Minhao Bai, Jinshuai Yang, Kaiyi Pang, Yongfeng Huang, Yue Gao | Published: 2025-01-01
SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity
Authors: Pengfei Jing, Mengyun Tang, Xiaorong Shi, Xing Zheng, Sen Nie, Shi Wu, Yong Yang, Xiapu Luo | Published: 2024-12-30 | Updated: 2025-01-06
Safeguarding System Prompts for LLMs
Authors: Zhifeng Jiang, Zhihua Jin, Guoliang He | Published: 2024-12-18 | Updated: 2025-01-09
Can LLM Prompting Serve as a Proxy for Static Analysis in Vulnerability Detection
Authors: Ira Ceka, Feitong Qiao, Anik Dey, Aastha Valecha, Gail Kaiser, Baishakhi Ray | Published: 2024-12-16 | Updated: 2025-01-18
LUMIA: Linear probing for Unimodal and MultiModal Membership Inference Attacks leveraging internal LLM states
Authors: Luis Ibanez-Lissen, Lorena Gonzalez-Manzano, Jose Maria de Fuentes, Nicolas Anciaux, Joaquin Garcia-Alfaro | Published: 2024-11-29 | Updated: 2025-01-10
CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics
Authors: Yikun Li, Ting Zhang, Ratnadira Widyasari, Yan Naing Tun, Huu Hung Nguyen, Tan Bui, Ivana Clairine Irsan, Yiran Cheng, Xiang Lan, Han Wei Ang, Frank Liauw, Martin Weyssow, Hong Jin Kang, Eng Lieh Ouh, Lwin Khin Shar, David Lo | Published: 2024-11-26 | Updated: 2025-04-14
CS-Eval: A Comprehensive Large Language Model Benchmark for CyberSecurity
Authors: Zhengmin Yu, Jiutian Zeng, Siyi Chen, Wenhan Xu, Dandan Xu, Xiangyu Liu, Zonghao Ying, Nan Wang, Yuan Zhang, Min Yang | Published: 2024-11-25 | Updated: 2025-01-17
PEEK: Phishing Evolution Framework for Phishing Generation and Evolving Pattern Analysis using Large Language Models
Authors: Fengchao Chen, Tingmin Wu, Van Nguyen, Shuo Wang, Alsharif Abuadbba, Carsten Rudolph | Published: 2024-11-18 | Updated: 2025-05-06