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Revolutionizing Cyber Threat Detection with Large Language Models: A
  privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices

Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices

25 June 2023
M. Ferrag
Mthandazo Ndhlovu
Norbert Tihanyi
Lucas C. Cordeiro
Merouane Debbah
Thierry Lestable
Narinderjit Singh Thandi
ArXivPDFHTML

Papers citing "Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices"

22 / 22 papers shown
Title
Self-Supervised Transformer-based Contrastive Learning for Intrusion Detection Systems
Self-Supervised Transformer-based Contrastive Learning for Intrusion Detection Systems
Ippokratis Koukoulis
Ilias Syrigos
Thanasis Korakis
23
0
0
12 May 2025
Large Language Model-driven Security Assistant for Internet of Things via Chain-of-Thought
Large Language Model-driven Security Assistant for Internet of Things via Chain-of-Thought
Mingfei Zeng
Ming Xie
Xixi Zheng
Chunhai Li
Chuan Zhang
Liehuang Zhu
31
0
0
08 May 2025
The Future of Internet of Things and Multimodal Language Models in 6G Networks: Opportunities and Challenges
The Future of Internet of Things and Multimodal Language Models in 6G Networks: Opportunities and Challenges
Abdelrahman Soliman
24
0
0
17 Apr 2025
Generative Artificial Intelligence for Internet of Things Computing: A Systematic Survey
Generative Artificial Intelligence for Internet of Things Computing: A Systematic Survey
Fabrizio Mangione
Claudio Savaglio
Giancarlo Fortino
31
0
0
10 Apr 2025
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning
Shuva Paul
Farhad Alemi
Richard Macwan
50
1
0
01 Apr 2025
Large Language Models powered Network Attack Detection: Architecture, Opportunities and Case Study
Large Language Models powered Network Attack Detection: Architecture, Opportunities and Case Study
Xinggong Zhang
Qingyang Li
Yunpeng Tan
Zongming Guo
Lei Zhang
Yong Cui
48
0
0
24 Mar 2025
Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation
Christian Rondanini
B. Carminati
E. Ferrari
Antonio Gaudiano
Ashish Kundu
53
0
0
06 Mar 2025
Generative AI for Internet of Things Security: Challenges and Opportunities
Generative AI for Internet of Things Security: Challenges and Opportunities
Yan Lin Aung
Ivan Christian
Ye Dong
Xiaodong Ye
Sudipta Chattopadhyay
Jianying Zhou
56
1
0
13 Feb 2025
A Unified Framework for Context-Aware IoT Management and State-of-the-Art IoT Traffic Anomaly Detection
A Unified Framework for Context-Aware IoT Management and State-of-the-Art IoT Traffic Anomaly Detection
Daniel Adu Worae
Athar Sheikh
Spyridon Mastorakis
39
1
0
31 Dec 2024
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense
Yuyang Zhou
Guang Cheng
Kang Du
Zihan Chen
Yuyu Zhao
50
0
0
30 Dec 2024
Blockchain Meets LLMs: A Living Survey on Bidirectional Integration
Blockchain Meets LLMs: A Living Survey on Bidirectional Integration
Jianghao Gong
Peiqi Yan
Yue Zhang
Hongli An
Logan Liu
77
0
0
25 Nov 2024
Gen-AI for User Safety: A Survey
Gen-AI for User Safety: A Survey
Akshar Prabhu Desai
Tejasvi Ravi
Mohammad Luqman
Mohit Sharma
Nithya Kota
Pranjul Yadav
38
1
0
10 Nov 2024
Integrating Large Language Models with Internet of Things Applications
Integrating Large Language Models with Internet of Things Applications
M. Zong
Arvin Hekmati
Michael Guastalla
Yiyi Li
Bhaskar Krishnamachari
36
2
0
25 Oct 2024
Efficient Federated Intrusion Detection in 5G ecosystem using optimized
  BERT-based model
Efficient Federated Intrusion Detection in 5G ecosystem using optimized BERT-based model
Frederic Adjewa
Moez Esseghir
Leila Merghem-Boulahia
45
5
0
28 Sep 2024
Beyond Detection: Leveraging Large Language Models for Cyber Attack
  Prediction in IoT Networks
Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks
Alaeddine Diaf
Abdelaziz Amara Korba
Nour El Islem Karabadji
Y. Ghamri-Doudane
29
6
0
26 Aug 2024
Towards Explainable Network Intrusion Detection using Large Language
  Models
Towards Explainable Network Intrusion Detection using Large Language Models
Paul R. B. Houssel
Priyanka Singh
S. Layeghy
Marius Portmann
45
3
0
08 Aug 2024
Towards Automatic Hands-on-Keyboard Attack Detection Using LLMs in EDR
  Solutions
Towards Automatic Hands-on-Keyboard Attack Detection Using LLMs in EDR Solutions
Amit Portnoy
Ehud Azikri
Shay Kels
25
1
0
04 Aug 2024
A Comprehensive Overview of Large Language Models (LLMs) for Cyber
  Defences: Opportunities and Directions
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions
Mohammed Hassanin
Nour Moustafa
38
26
0
23 May 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive
  Survey on Principles, Key Techniques, and Opportunities
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities
Hao Zhou
Chengming Hu
Ye Yuan
Yufei Cui
Yili Jin
...
Di Wu
Xue Liu
Charlie Zhang
Xianbin Wang
Jiangchuan Liu
35
59
0
17 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review
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
37
23
0
08 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review
When LLMs Meet Cybersecurity: A Systematic Literature Review
Jie Zhang
Haoyu Bu
Hui Wen
Yu Chen
Lun Li
Hongsong Zhu
45
36
0
06 May 2024
IoT in the Era of Generative AI: Vision and Challenges
IoT in the Era of Generative AI: Vision and Challenges
Xin Wang
Zhongwei Wan
Arvin Hekmati
M. Zong
Samiul Alam
Mi Zhang
Bhaskar Krishnamachari
32
15
0
03 Jan 2024
1