Large Language Models powered Malicious Traffic Detection: Architecture, Opportunities and Case Study

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Large Language Models powered Malicious Traffic Detection: Architecture, Opportunities and Case Study

24 March 2025

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Papers citing "Large Language Models powered Malicious Traffic Detection: Architecture, Opportunities and Case Study"

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Title
DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS Qingyang Li Yihang Zhang Zhidong Jia Yannan Hu Lei Zhang Jianrong Zhang Yongming Xu Yong Cui Xinggong Zhang Xinggong Zhang AI4CE 65 8 0 13 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 123 47 0 06 May 2024
Large Language Models for Networking: Workflow, Advances and Challenges Chang Liu Xiaohui Xie Xinggong Zhang Yong Cui 127 6 0 19 Apr 2024
Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices M. Ferrag Mthandazo Ndhlovu Norbert Tihanyi Lucas C. Cordeiro Merouane Debbah Thierry Lestable Narinderjit Singh Thandi 53 91 0 25 Jun 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 439 2,976 0 06 Oct 2022
LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model Yukyung Lee Jina Kim Pilsung Kang 44 83 0 18 Nov 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 889 42,463 0 28 May 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 638 4,921 0 23 Jan 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018