Author

R. Buvanesvari

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Conference Aug 2026

AI-Native Federated Edge Intelligence for Ultra-Reliable, Low-Latency, and Resource-Efficient 6G-IoT Networks

Mission-critical application is the Internet of Things (IoT), which is increasingly gaining popularity and will be even more popular in the future; ultra-reliability, low latency communication, scalability, efficient use of resources, and distributed intelligence should be supported by 6G. The works seek to improve int...

Prabaharan J, R. Buvanesvari, R. S. et al. · International Workshop on Ar... · 0 citations

Conference Jul 2026

A Dynamic Trust-Elimination Security Architecture for Sustainable Cyber-Threat Detection in Edge-Based IoT Systems

As the new applications like smart cities, medical systems, industrial automation, and critical infrastructures, along with the Internet of Things (IoT) technologies, have emerged, the need for real-time data processing at the edge has also grown. Although the edge-based IoT architectures minimize the latency and bandw...

M. Kathiravan, M. Manikandan, R. Buvanesvari et al. · 2026 International Conferenc... · 0 citations

Conference Jul 2026

A Divergence-Aware Personalized Federated Transformer Framework for Privacy-Preserving Multi-Center Medical Image Intelligence

In a non-IID medical imaging scenario, the problems that occur in federated learning (FL) include high data variability, data leakage, convergence instability, and suboptimal global aggregation. The number of medical imaging applications is vast, and Federated Learning (FL) has already been used in many of them; some m...

H. R., K. T. Fahad Iqbal, V. Patki et al. · International Conference Com... · 0 citations