Original ResearchPublished 7 October 2026A hierarchical architecture for brownfield digitization: design, analytical insights, and validation of an ultra-low-cost Wi-Fi/MQTT IIoT frameworkGulshat Amirkhanova · Meiramkul Zhasuzakova · Nazargozha Abdulkhamit · Bauyrzhan Amirkhanov · Onggarbek Alipbeki · Alina RaevaFrontiers in Communications and Networksdoi 10.3389/frcmn.2026.1822183
Original ResearchPublished 5 October 2026Optimizing multi-class intrusion detection in IIoT: advanced feature selection using grey wolf optimizer and machine learning classifiersIbrahim Al-Shibly · Llorenç Burgas · Joaquim MassanaFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1932015
ReviewPublished 2 October 2026Intelligent defense at the edge: a comprehensive survey of federated learning, TinyML and explainable AI for intrusion detection in IoT and IIoT ecosystemsS. Sarath Kumar · M. Asha JerlinFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1900815
ReviewPublished 7 September 2026AI-driven cybersecurity for industrial internet of things: architectures, challenges, datasets, and future research directionsSiddhartha Singhal · Kakelli Anil KumarFrontiers in Big Datadoi 10.3389/fdata.2026.1938279
Mini ReviewPublished 3 September 2026Deployment-oriented evaluation of deep learning network intrusion detection systemsKai Liang Lew · Kok Swee Sim · Hao Xian CheongFrontiers in Communications and Networksdoi 10.3389/frcmn.2026.1863367
Original ResearchPublished 1 September 2026Missed-attack-risk-oriented compact KAN architecture for industrial IoT intrusion detectionAwad A. Younis · Ahmed ElwhishiFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1909955
ReviewPublished 10 July 2026A dataset-centric review of IoT and IIoT intrusion detection: realism, evaluation biases, and future research directionsDwarsala Sreedhar Reddy · Kakelli Anil KumarFrontiers in Big Datadoi 10.3389/fdata.2026.1878260
