A novel approach for real-time server-based attack detection using meta-learning

F Rustam, A Raza, M Qasim, SK Posa… - IEEE Access, 2024 - ieeexplore.ieee.org
Modern networks are crucial for seamless connectivity but face various threats, including
disruptive network attacks, which can result in significant financial and reputational risks. To …

Drift Adaptive Online DDoS Attack Detection Framework for IoT System

YK Beshah, SL Abebe, HM Melaku - Electronics, 2024 - mdpi.com
Internet of Things (IoT) security is becoming important with the growing popularity of IoT
devices and their wide applications. Recent network security reports revealed a sharp …

[HTML][HTML] FAMTDS: A novel MFO-based fully automated malicious traffic detection system for multi-environment networks

F Rustam, W Aljedaani, MS Elsayed, AD Jurcut - Computer Networks, 2024 - Elsevier
Multi-environment networks, such as those in smart homes, handle both IoT and traditional
IP-based traffic. Weak security protocols in IoT devices and the diverse traffic flow make …

Meta-Fed IDS: Meta-Learning and Federated Learning Based Fog-Cloud Approach to Detect Known and Zero-Day Cyber Attacks in IoMT Networks

U Zukaib, X Cui, C Zheng, D Liang, SU Din - Journal of Parallel and …, 2024 - Elsevier
Abstract The Internet of Medical Things (IoMT) is a transformative fusion of medical sensors,
equipment, and the Internet of Things, positioned to transform healthcare. However, security …

Cyber-Attacks and Anomaly detection on CICIDS-2017 dataset using ER-VEC

RS Jha, K Ojha, A Mishra, R Mishra… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Securing a network the preliminary defense mechanisms of applied Security Compliance
along with IDS (Intrusion Detection System) and IPS (Intrusion Prevention System) that are …

Enhancing Industrial Internet of Things Network Security: An Extensive Investigation on Sophisticated Feature Selection and Reduction Methods Using Machine …

A Houkan, AK Sahoo, SP Gochhayat - Available at SSRN 4846029 - papers.ssrn.com
The proliferation of Internet of Things devices has raised serious cybersecurity issues,
leading to the need for robust intrusion detection systems, as well as feature reduction and …