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 3 September 2026Lightweight confidentiality framework for TinyML-enabled IoT edge communicationKurunandan Jain · Prabhakar Krishnan · Sethu Subramanian N. · Prabu P.Frontiers in Computer Sciencedoi 10.3389/fcomp.2026.1847364
Original ResearchPublished 1 July 2026Blockchain empowered federated learning for intelligent analytics in cattle livestock farmingLakshmi Prabha Ganesan · Saravanan Krishnan · Malathy BatumalayFrontiers in Blockchaindoi 10.3389/fbloc.2026.1815609
