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
Original ResearchPublished 1 September 2026HyperIDS: a hypergraph learning and quantum-inspired transformer ensemble framework for IoT intrusion detectionSamayank Goel · Logeswari Govindaraj · Tamilarasi Kathirvel MuruganFrontiers in Big Datadoi 10.3389/fdata.2026.1901121
PerspectivePublished 4 August 2026Securing cloud-enabled radiation detection systems: a risk-informed cybersecurity framework for nuclear sensor networksNelson Kodzotse Agbemava · Etornam Ann Mensah · Kwame Appiah · Christopher M. SpiritoFrontiers in Nuclear Engineeringdoi 10.3389/fnuen.2026.1893691
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
the Internet of ThingsPublished 4 September 2025Securing the future: AI-driven cybersecurity in the age of autonomous IoTFabian Chukwudi Ogenyi · Chinyere Nneoma Ugwu · Okechukwu Paul-Chima UgwuFrontiers in the Internet of Thingsdoi 10.3389/friot.2025.1658273
ICTPublished 9 April 2019Cyber Security Threats and Challenges in Collaborative Mixed-RealityJassim Happa · Mashhuda Glencross · Anthony SteedFrontiers in ICTdoi 10.3389/fict.2019.00005
