Review of Generative AI Methods in Cybersecurity

Review of Generative AI Methods in Cybersecurity

13 March 2024

William J. Buchanan

Madjid G Tehrani

Leandros A. Maglaras

Papers citing "Review of Generative AI Methods in Cybersecurity"

11 / 11 papers shown

Title
Benchmarking Practices in LLM-driven Offensive Security: Testbeds, Metrics, and Experiment Design A. Happe Jürgen Cito 22 0 0 14 Apr 2025
Metamorphic Malware Evolution: The Potential and Peril of Large Language Models Pooria Madani 37 5 0 31 Oct 2024
Contextualized AI for Cyber Defense: An Automated Survey using LLMs Christoforus Yoga Haryanto Anne Maria Elvira Trung Duc Nguyen Minh Hieu Vu Yoshiano Hartanto Emily Lomempow Arathi Arakala 33 0 0 20 Sep 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kailong Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 29 23 0 08 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 36 0 06 May 2024
Digital Twin-Enabled Intelligent DDoS Detection Mechanism for Autonomous Core Networks Yagmur Yigit Bahadır Bal Aytac Karameseoglu T. Duong B. Canberk 22 21 0 19 Oct 2023
LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks A. Happe Aaron Kaplan Jürgen Cito 19 15 0 17 Oct 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 74 6 0 04 Oct 2023
LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI's ChatGPT Plugins Umar Iqbal Tadayoshi Kohno Franziska Roesner ELM SILM 63 41 0 19 Sep 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022