MS‐ADS: multistage spectrogram image‐based anomaly detection system for IoT security

Z Ahmad, AS Khan, K Zen… - Transactions on Emerging …, 2023 - Wiley Online Library
The innovative computing idea of Internet‐of‐Things (IoT) architecture has gained
tremendous popularity over the last decade, resulting in an exponential increase in the …

TPAAD: Two‐phase authentication system for denial of service attack detection and mitigation using machine learning in software‐defined network

N Nisa, AS Khan, Z Ahmad… - International Journal of …, 2024 - Wiley Online Library
Software‐defined networking (SDN) has received considerable attention and adoption
owing to its inherent advantages, such as enhanced scalability, increased adaptability, and …

Coarse and fine feature selection for Network Intrusion Detection Systems (IDS) in IoT networks

MS Habeeb, TR Babu - Transactions on Emerging …, 2024 - Wiley Online Library
Abstract Network Intrusion Detection Systems (NIDSs) are important in safeguarding
networks from known and unknown attacks. Many research efforts have recently been made …

HEADS: Hybrid Ensemble Anomaly Detection System for Internet-of-Things Networks

Z Ahmad, A Petrovski, M Arifeen, AS Khan… - … Applications of Neural …, 2024 - Springer
The rapid expansion of Internet-of-Things (IoT) devices has revolutionized connectivity,
facilitating the exchange of extensive data within IoT networks via the traditional internet …

[PDF][PDF] Towards Image-Based Network Traffic Pattern Detection for DDoS Attacks in Cloud Computing Environments: A Comparative Study.

A Abdullah, MA Bouke - CLOSER, 2024 - scitepress.org
With the increasing adoption of cloud computing and the emergence of Industry 4.0, the
need for robust intrusion detection mechanisms to safeguard cloud-based systems against …

HEADS: Hybrid Ensemble Anomaly Detection

AS Khan, SA Shah - Engineering Applications of Neural Networks: 25th … - books.google.com
The rapid expansion of Internet-of-Things (IoT) devices has revolutionized connectivity,
facilitating the exchange of extensive data within IoT networks via the traditional internet …