Ramalingam, V., Kumar, B., Gupta, S. K., Alsekait, D. M., AbdElminaam, D. S. (2026). A hybrid federated learning framework with generative AI for privacy-preserving and sustainable security in IOT-enabled smart environments. Scientific Reports. https://doi.org/10.1038/s41598-025-31769-6