When LLMs Meet Cybersecurity: A Systematic Literature Review

6 May 2024

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

42 / 42 papers shown

Title
Weaponizing Language Models for Cybersecurity Offensive Operations: Automating Vulnerability Assessment Report Validation; A Review Paper Abdulrahman S Almuhaidib Azlan Mohd Zain Zalmiyah Zakaria Izyan Izzati Kamsani Abdulaziz S Almuhaidib 42 0 0 07 May 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 61 0 0 28 Apr 2025
SAGA: A Security Architecture for Governing AI Agentic Systems Georgios Syros Anshuman Suri Cristina Nita-Rotaru Alina Oprea LLMAG AI4TS 61 0 0 27 Apr 2025
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang J. Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang W. Zhang Zhenhui Yuan Shiwen Mao Dong In Kim 53 0 0 22 Apr 2025
ARCeR: an Agentic RAG for the Automated Definition of Cyber Ranges Matteo Lupinacci Francesco Blefari Francesco Romeo Francesco Aurelio Pironti Angelo Furfaro 31 0 0 16 Apr 2025
Can LLMs Classify CVEs? Investigating LLMs Capabilities in Computing CVSS Vectors Francesco Marchiori Denis Donadel Mauro Conti 22 0 0 14 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 52 1 0 07 Apr 2025
Can LLMs Assist Computer Education? an Empirical Case Study of DeepSeek Dongfu Xiao Chen Gao Zhengquan Luo Chi Liu Sheng Shen ELM 59 0 0 01 Apr 2025
Large Language Models powered Network Attack Detection: Architecture, Opportunities and Case Study Xinggong Zhang Qingyang Li Yunpeng Tan Zongming Guo Lei Zhang Yong Cui 46 0 0 24 Mar 2025
Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots Xiaoqun Liu Jiacheng Liang Qiben Yan Muchao Ye Jinyuan Jia Zhaohan Xi Jinyuan Jia Zhaohan Xi 56 0 0 28 Feb 2025
ARACNE: An LLM-Based Autonomous Shell Pentesting Agent Tomas Nieponice Veronica Valeros Sebastian Garcia LLMAG 67 0 0 24 Feb 2025
Large Multimodal Agents for Accurate Phishing Detection with Enhanced Token Optimization and Cost Reduction Fouad Trad Ali Chehab LLMAG 70 3 0 03 Dec 2024
Safety case template for frontier AI: A cyber inability argument Arthur Goemans Marie Davidsen Buhl Jonas Schuett Tomek Korbak Jessica Wang Benjamin Hilton Geoffrey Irving 58 15 0 12 Nov 2024
The Best Defense is a Good Offense: Countering LLM-Powered Cyberattacks Daniel Ayzenshteyn Roy Weiss Yisroel Mirsky AAML 31 0 0 20 Oct 2024
Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework Zhen Tao Zhiyu Li Runyu Chen Dinghao Xi Wei Xu DeLMO 26 1 0 18 Oct 2024
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models Zhenyu Yin Shang Liu Guangyuan Xu 40 0 0 11 Sep 2024
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution Sampath Rajapaksha Ruby Rani Erisa Karafili 43 3 0 12 Aug 2024
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions Mohammed Hassanin Nour Moustafa 36 26 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 32 2 0 26 Mar 2024
A Study of Vulnerability Repair in JavaScript Programs with Large Language Models Tan Khang Le Saba Alimadadi Steven Y. Ko 44 5 0 19 Mar 2024
Leveraging Large Language Models to Detect npm Malicious Packages Nusrat Zahan Philipp Burckhardt Mikola Lysenko Feross Aboukhadijeh Laurie A. Williams 33 1 0 18 Mar 2024
LLM4Decompile: Decompiling Binary Code with Large Language Models Hanzhuo Tan Qi Luo Jing Li Yuqun Zhang SyDa ELM 50 17 0 08 Mar 2024
Fuzzing BusyBox: Leveraging LLM and Crash Reuse for Embedded Bug Unearthing Asmita Asmita Yaroslav Oliinyk Michael Scott Ryan Tsang Chongzhou Fang Houman Homayoun 35 14 0 06 Mar 2024
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents Qiusi Zhan Zhixiang Liang Zifan Ying Daniel Kang LLMAG 44 73 0 05 Mar 2024
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models Jiandong Jin Bowen Tang Mingxuan Ma Xiao Liu Yunfei Wang Qingnan Lai Jia Yang Changling Zhou 40 5 0 01 Mar 2024
Leveraging AI Predicted and Expert Revised Annotations in Interactive Segmentation: Continual Tuning or Full Training? Tiezheng Zhang Xiaoxi Chen Chongyu Qu Alan L. Yuille Zongwei Zhou CLL 49 4 0 29 Feb 2024
WIPI: A New Web Threat for LLM-Driven Web Agents Fangzhou Wu Shutong Wu Yulong Cao Chaowei Xiao LLMAG 32 17 0 26 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 35 20 0 12 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 122 364 0 09 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 84 47 0 29 Jan 2024
LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward Nafis Tanveer Islam Joseph Khoury Andrew Seong Mohammad Bahrami Karkevandi G. Parra E. Bou-Harb Peyman Najafirad AAML 49 14 0 07 Jan 2024
Jatmo: Prompt Injection Defense by Task-Specific Finetuning Julien Piet Maha Alrashed Chawin Sitawarin Sizhe Chen Zeming Wei Elizabeth Sun Basel Alomair David A. Wagner AAML SyDa 75 52 0 29 Dec 2023
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 118 399 0 28 Nov 2023
PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models Hongwei Yao Jian Lou Zhan Qin SILM AAML 56 30 0 19 Oct 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 115 300 0 19 Sep 2023
OWL: A Large Language Model for IT Operations Hongcheng Guo Jian Yang Jiaheng Liu Liqun Yang Linzheng Chai ... Tieqiao Zheng Liangfan Zheng Bo-Wen Zhang Ke Xu Zhoujun Li VLM 66 41 0 17 Sep 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 149 164 0 03 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 183 787 0 02 May 2023
Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review Lixiang Yan Lele Sha Linxuan Zhao Yuheng Li Roberto Martínez-Maldonado Guanliang Chen Xinyu Li Yueqiao Jin D. Gašević SyDa ELM AI4Ed 51 267 0 17 Mar 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,237 0 21 Mar 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 238 805 0 14 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021