Tag: Intrusion detection systems

AI-Driven Intrusion Detection for the Internet of Things: A Scoping Review of Federated Learning, Privacy-Preserving Architectures, and Edge Deployability

Gilbert Imuetinyan Osaze Aimufua & Godwin Agbonkhese* DOI: 10.5281/zenodo.21590977 SSR Journal of Artificial Intelligence (SSRJAI) Federated learning has emerged as the dominant architectural response to the privacy and communication constraints of centralised intrusion detection in Internet of Things environments, yet Read More …

Detection Depth and Distributed Trust in AI-Based IoT Intrusion Detection: A Systematic Analysis

Gilbert Imuetinyan Osaze Aimufua, Hashim Abdul Isah DOI: 10.5281/zenodo.21590526 SSR Journal of Artificial Intelligence (SSRJAI) Blockchain-integrated deep learning intrusion detection systems for the Internet of Things have attracted growing research attention, yet the relationship between detection depth and blockchain trust Read More …