Original ResearchPublished 7 October 2026Hybrid VAE-Transformer-based multi-task learning for cyberattack detection and fault classification in electric vehicle charging stationsR. Vinitha · R. Senthil KumarFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1934106
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 10 September 2026Distributed adaptive resilient control for AC microgrids against false data injection attacks on state informationYansong Zhao · Qian Xiao · Wenbiao Lu · Shiwen Su · Wenlu Ji · Jiannan Zhang · Zijian HuFrontiers in Energy Researchdoi 10.3389/fenrg.2026.1945056
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
Original ResearchPublished 30 July 2026Cyber-resilient flight architecture for software-defined UAVs using digital twin-based validationI. C. Emeto · A. G. Adamu · I. H. Ezeh · E. C. Ochuba · C. A. OkoloegboFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1827528
Original ResearchPublished 7 July 2026Cross-model evaluation of phishing detectors against LLM-generated emailsRommel Gutierrez · William Villegas-Ch · Jaime GoveaFrontiers in Big Datadoi 10.3389/fdata.2026.1883452
Original ResearchPublished 28 January 2026Autonomous federated defense for zero-day threats in IIoT: explainable agents with real-time edge inferenceWilliam Villegas-Ch · Rommel Gutierrez · Jaime Govea · Pablo PalaciosFrontiers in Communications and Networksdoi 10.3389/frcmn.2025.1697204
Smart GridsPublished 3 May 2024Cyber resilience methods for smart grids against false data injection attacks: categorization, review and future directionsAndrew D. Syrmakesis · Nikos D. HatziargyriouFrontiers in Smart Gridsdoi 10.3389/frsgr.2024.1397380
