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
Anomaly Detection Method
Behavior-Aware and Generalizable Defense Against Black-Box Adversarial Attacks for ML-Based IDS
Authors: Sabrine Ennaji, Elhadj Benkhelifa, Luigi Vincenzo Mancini | Published: 2025-12-15
OCR-APT: Reconstructing APT Stories from Audit Logs using Subgraph Anomaly Detection and LLMs
Authors: Ahmed Aly, Essam Mansour, Amr Youssef | Published: 2025-10-16 | Updated: 2025-10-20
ExpIDS: A Drift-adaptable Network Intrusion Detection System With Improved Explainability
Authors: Ayush Kumar, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-09-25
Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions
Authors: Qinnan Hu, Yuntao Wang, Yuan Gao, Zhou Su, Linkang Du | Published: 2025-09-11
Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017
Authors: Zhaoyang Xu, Yunbo Liu | Published: 2025-06-23 | Updated: 2025-08-11
Reframing Threat Detection: Inside esINSIDER
Authors: M. Arthur Munson, Jason Kichen, Dustin Hillard, Ashley Fidler, Peiter Zatko | Published: 2019-04-07
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection
Authors: Mahdieh Zabihimayvan, Derek Doran | Published: 2019-03-13
Detection of Compromised Smart Grid Devices with Machine Learning and Convolution Techniques
Authors: Cengiz Kaygusuz, Leonardo Babun, Hidayet Aksu, A. Selcuk Uluagac | Published: 2018-04-13
A Grid Based Adversarial Clustering Algorithm
Authors: Wutao Wei, Nikhil Gupta, Bowei Xi | Published: 2018-04-13 | Updated: 2024-11-21