From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection
Authors: Syafiq Al Atiiq, Christian Gehrmann, Kevin Dahlén, Karim Khalil | Published: 2024-08-05
LLM性能評価
LLM as Runtime Error Handler: A Promising Pathway to Adaptive Self-Healing of Software Systems
Authors: Zhensu Sun, Haotian Zhu, Bowen Xu, Xiaoning Du, Li Li, David Lo | Published: 2024-08-02
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
Authors: Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song | Published: 2024-06-17 | Updated: 2024-10-04
LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing
Authors: Hongxiang Zhang, Yuyang Rong, Yifeng He, Hao Chen | Published: 2024-06-11 | Updated: 2024-06-13
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis
Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-06-11 | Updated: 2024-09-06
VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models
Authors: Yu Liu, Lang Gao, Mingxin Yang, Yu Xie, Ping Chen, Xiaojin Zhang, Wei Chen | Published: 2024-06-11 | Updated: 2024-08-21
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models
Authors: Tianle Gu, Zeyang Zhou, Kexin Huang, Dandan Liang, Yixu Wang, Haiquan Zhao, Yuanqi Yao, Xingge Qiao, Keqing Wang, Yujiu Yang, Yan Teng, Yu Qiao, Yingchun Wang | Published: 2024-06-11 | Updated: 2024-06-13
Ollabench: Evaluating LLMs’ Reasoning for Human-centric Interdependent Cybersecurity
Authors: Tam n. Nguyen | Published: 2024-06-11
SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection
Authors: Sakshi Mahendru, Tejul Pandit | Published: 2024-06-10
A Novel Generative AI-Based Framework for Anomaly Detection in Multicast Messages in Smart Grid Communications
Authors: Aydin Zaboli, Seong Lok Choi, Tai-Jin Song, Junho Hong | Published: 2024-06-08