LLM-Driven APT Detection for 6G Wireless Networks: A Systematic Review and Taxonomy

24 May 2025

Papers citing "LLM-Driven APT Detection for 6G Wireless Networks: A Systematic Review and Taxonomy"

29 / 29 papers shown

Title
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang Qingbin Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang Wentao Zhang Zhenhui Yuan Shiwen Mao Dong In Kim 93 1 0 22 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 50 2 0 10 Apr 2025
Knowledge Transfer from LLMs to Provenance Analysis: A Semantic-Augmented Method for APT Detection Fei Zuo Junghwan Rhee Yung Ryn Choe 73 1 0 24 Mar 2025
DroidTTP: Mapping Android Applications with TTP for Cyber Threat Intelligence Dincy R. Arikkat Vinod Puthuvath Rafidha Rehiman K. A. S. Nicolazzo Marco Arazzi Antonino Nocera Mauro Conti 52 1 0 20 Mar 2025
When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models Weilan Wang Yu Mao Dongdong Tang Hongchao Du Nan Guan Chun Jason Xue MQ 93 2 0 24 Feb 2025
APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models Sidahmed Benabderrahmane Petko Valtchev James Cheney Talal Rahwan 91 1 0 13 Feb 2025
SHIELD: APT Detection and Intelligent Explanation Using LLM Parth Atulbhai Gandhi Prasanna N. Wudali Yonatan Amaru Yuval Elovici A. Shabtai AAML 81 3 0 04 Feb 2025
TinyHelen's First Curriculum: Training and Evaluating Tiny Language Models in a Simpler Language Environment Ke Yang Volodymyr Kindratenko Chengxiang Zhai 46 2 0 03 Jan 2025
SAGA: Synthetic Audit Log Generation for APT Campaigns Yi-Ting Huang Y. Guo Yue Yang Guo-Wei Wong Yu-Zih Jheng Yeali S. Sun Jessemyn Modini Timothy Lynar M. Chen 93 1 0 20 Nov 2024
MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Jian Wang Tiantian Zhu Chunlin Xiong Yan Chen 75 1 0 13 Nov 2024
Resource Allocation for Stable LLM Training in Mobile Edge Computing Chang Liu Jun Zhao 54 5 0 30 Sep 2024
Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities Yangzhen Wu P. Khuwaja Kapal Dev H. A. Hamadi Yiming Yang 69 0 0 01 Aug 2024
From Sands to Mansions: Towards Automated Cyberattack Emulation with Classical Planning and Large Language Models Lingzhi Wang Zhenyuan Li Zonghan Guo Yi Jiang Kyle Jung Kedar Thiagarajan Jiahui Wang Zhengkai Wang Emily Wei Xiangmin Shen 87 0 0 24 Jul 2024
CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment Erfan Ghiasvand Suprio Ray S. Iqbal Sajjad Dadkhah Ali A. Ghorbani 39 5 0 15 Jul 2024
Tactics, Techniques, and Procedures (TTPs) in Interpreted Malware: A Zero-Shot Generation with Large Language Models Ying Zhang Xiaoyan Zhou Hui Wen Wenjia Niu Jiqiang Liu Haining Wang Qiang Li 61 5 0 11 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 97 53 0 09 Jul 2024
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression Zhichao Xu Ashim Gupta Tao Li Oliver Bentham Vivek Srikumar 75 13 0 06 Jul 2024
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices Ruiyang Qin Dancheng Liu Zheyu Yan Zhaoxuan Tan Zixuan Pan Zhenge Jia Meng Jiang Ahmed Abbasi Jinjun Xiong Yiyu Shi 76 14 0 06 Jun 2024
PerLLM: Personalized Inference Scheduling with Edge-Cloud Collaboration for Diverse LLM Services Zheming Yang Yuanhao Yang Chang Zhao Qi Guo Wenkai He Wen Ji 69 17 0 23 May 2024
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions Mohammed Hassanin Nour Moustafa 62 30 0 23 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 95 37 0 08 May 2024
SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence Hangyuan Ji Jian Yang Linzheng Chai Chaoren Wei Liqun Yang ... Tianzhen Sun Hongcheng Guo Tongliang Li Changyu Ren Zhoujun Li 61 8 0 06 May 2024
Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs Shiwen Shan Yintong Huo Yuxin Su Yichen Li Dan Li Zibin Zheng 46 21 0 31 Mar 2024
Model Compression and Efficient Inference for Large Language Models: A Survey Wenxiao Wang Wei Chen Yicong Luo Yongliu Long Zhengkai Lin Liye Zhang Binbin Lin Deng Cai Xiaofei He MQ 78 55 0 15 Feb 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 68 26 0 18 Jan 2024
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 87 519 0 04 Dec 2023
Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future Directions Muhammed Golec G. Walia Mohit Kumar Félix Cuadrado S. Gill Steve Uhlig 45 17 0 12 Oct 2023
Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses M. Ferrag Othmane Friha B. Kantarci Norbert Tihanyi Lucas C. Cordeiro Merouane Debbah Djallel Hamouda Muna Al-Hawawreh K. Choo 83 46 0 17 Jun 2023
HOLMES: Real-time APT Detection through Correlation of Suspicious Information Flows Sadegh M. Milajerdi Rigel Gjomemo Birhanu Eshete R. Sekar V. Venkatakrishnan 42 397 0 03 Oct 2018