A Protocol-Aware P4 Pipeline for MQTT Security and Anomaly Mitigation in Edge IoT Systems
Authors: Bui Ngoc Thanh Binh, Pham Hoai Luan, Le Vu Trung Duong, Vu Tuan Hai, Yasuhiko Nakashima | Published: 2026-01-12
Intrusion Detection System
Knowledge-to-Data: LLM-Driven Synthesis of Structured Network Traffic for Testbed-Free IDS Evaluation
Authors: Konstantinos E. Kampourakis, Vyron Kampourakis, Efstratios Chatzoglou, Georgios Kambourakis, Stefanos Gritzalis | Published: 2026-01-08
A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges
Authors: Sudhanshu Sekhar Tripathy, Bichitrananda Behera | Published: 2025-06-03
A Systematic Review of Metaheuristics-Based and Machine Learning-Driven Intrusion Detection Systems in IoT
Authors: Mohammad Shamim Ahsan, Salekul Islam, Swakkhar Shatabda | Published: 2025-05-31 | Updated: 2025-06-03
Large Language Models powered Network Attack Detection: Architecture, Opportunities and Case Study
Authors: Xinggong Zhang, Qingyang Li, Yunpeng Tan, Zongming Guo, Lei Zhang, Yong Cui | Published: 2025-03-24
Early-Stage Anomaly Detection: A Study of Model Performance on Complete vs. Partial Flows
Authors: Adrian Pekar, Richard Jozsa | Published: 2024-07-03 | Updated: 2025-06-30
CANEDERLI: On The Impact of Adversarial Training and Transferability on CAN Intrusion Detection Systems
Authors: Francesco Marchiori, Mauro Conti | Published: 2024-04-06
An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks
Authors: Abdullah H Alqahtani | Published: 2024-04-01
Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Neural Networks
Authors: Andrea Venturi, Dario Stabili, Mirco Marchetti | Published: 2024-03-18 | Updated: 2024-04-23
A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17