When LLMs Meet Cybersecurity: A Systematic Literature Review

When LLMs Meet Cybersecurity: A Systematic Literature Review

6 May 2024

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Papers citing "When LLMs Meet Cybersecurity: A Systematic Literature Review"

18 / 68 papers shown

Title
PhishAgent: A Robust Multimodal Agent for Phishing Webpage DetectionAAAI Conference on Artificial Intelligence (AAAI), 2024 Tri Cao Chengyu Huang Yuexin Li Huilin Wang Amy He Nay Oo Bryan Hooi LLMAG OffRL 356 24 0 20 Aug 2024
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution Sampath Rajapaksha Ruby Rani Erisa Karafili 155 13 0 12 Aug 2024
Assessing AI vs Human-Authored Spear Phishing SMS Attacks: An Empirical Study Jerson Francia Derek Hansen Ben Schooley Matthew Taylor Shydra Murray Greg Snow 193 6 0 18 Jun 2024
Teams of LLM Agents can Exploit Zero-Day Vulnerabilities Richard Fang Antony Kellermann Akul Gupta Qiusi Zhan Richard Fang R. Bindu Daniel Kang LLMAG 306 68 0 02 Jun 2024
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities Ziyang Li Saikat Dutta Mayur Naik 345 118 0 27 May 2024
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions Mohammed Hassanin Nour Moustafa 286 64 0 23 May 2024
Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications Fouad Trad Ali Chehab MLLM 173 7 0 26 Mar 2024
Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging Wei Zhang Zhiqiang Wang Anjie Le Hui Yuan Shuangyong Song Xianfu Cheng Tieqiao Zheng Shi Xu 362 25 0 28 Feb 2024
Investigating Continual Pretraining in Large Language Models: Insights and Implications cCaugatay Yildiz Nishaanth Kanna Ravichandran Prishruit Punia Matthias Bethge Beyza Ermis CLL KELM LRM 445 44 0 27 Feb 2024
Evaluating the Performance of ChatGPT for Spam Email Detection Shijing Si Yuwei Wu Jiawen Gu Yugui Zhang Jedrek Wosik Qinliang Su 336 14 0 23 Feb 2024
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge Norbert Tihanyi M. Ferrag Ridhi Jain Tamás Bisztray Merouane Debbah ELM 230 68 0 12 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 759 743 0 09 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Vasu Sharma 388 638 0 05 Feb 2024
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning Yuqiang Sun Daoyuan Wu Yue Xue Han Liu Wei Ma Lyuye Zhang Miaolei Shi Yingjiu Li ELM 961 93 0 29 Jan 2024
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge Shaswata Mitra Subash Neupane Trisha Chakraborty Sudip Mittal Aritran Piplai Manas Gaur Shahram Rahimi 423 40 0 18 Jan 2024
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 747 912 0 19 Sep 2023
From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application? Rodrigo Pedro Daniel Castro Paulo Carreira Nuno Santos SILM AAML 465 85 0 03 Aug 2023
WizardCoder: Empowering Code Large Language Models with Evol-InstructInternational Conference on Learning Representations (ICLR), 2023 Ziyang Luo Can Xu Lu Wang Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 690 840 0 14 Jun 2023