Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning
Authors: Xiaohu Du, Ming Wen, Jiahao Zhu, Zifan Xie, Bin Ji, Huijun Liu, Xuanhua Shi, Hai Jin | Published: 2024-06-06
LLM性能評価
Decoupled Alignment for Robust Plug-and-Play Adaptation
Authors: Haozheng Luo, Jiahao Yu, Wenxin Zhang, Jialong Li, Jerry Yao-Chieh Hu, Xinyu Xing, Han Liu | Published: 2024-06-03 | Updated: 2024-06-06
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
Authors: Jiaqi Xue, Mengxin Zheng, Yebowen Hu, Fei Liu, Xun Chen, Qian Lou | Published: 2024-06-03 | Updated: 2024-06-06
$$\mathbf{L^2\cdot M = C^2}$$ Large Language Models are Covert Channels
Authors: Simen Gaure, Stefanos Koffas, Stjepan Picek, Sondre Rønjom | Published: 2024-05-24 | Updated: 2024-10-07
Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study
Authors: Karl Tamberg, Hayretdin Bahsi | Published: 2024-05-24
Evaluation of the Programming Skills of Large Language Models
Authors: Luc Bryan Heitz, Joun Chamas, Christopher Scherb | Published: 2024-05-23
Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities
Authors: Mohamed Amine Ferrag, Fatima Alwahedi, Ammar Battah, Bilel Cherif, Abdechakour Mechri, Norbert Tihanyi, Tamas Bisztray, Merouane Debbah | Published: 2024-05-21 | Updated: 2025-01-17
Information Leakage from Embedding in Large Language Models
Authors: Zhipeng Wan, Anda Cheng, Yinggui Wang, Lei Wang | Published: 2024-05-20 | Updated: 2024-05-22
Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection
Authors: Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci | Published: 2024-05-17
Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls
Authors: Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez | Published: 2024-05-15