Swarna Priya Ramu
Papers
1
Total Citations
284
H-Index
1
About
Dr. Swarna Priya Ramu is a leading researcher at the intersection of artificial intelligence, cybersecurity, and the Internet of Things (IoT). Her most influential work, the highly cited survey "Fusion of Federated Learning and Industrial Internet of Things" (2022, 284 citations), has become a foundational reference for researchers exploring privacy-preserving machine learning in industrial settings. This seminal paper systematically maps the integration of federated learning with IIoT, addressing critical challenges in data privacy, communication efficiency, and decentralized model training. Beyond this landmark contribution, Dr. Ramu's research portfolio spans adversarial machine learning, intrusion detection systems, and secure data analytics for smart environments. Her work has been instrumental in developing robust frameworks that protect sensitive industrial data while enabling collaborative intelligence across distributed networks. With her publications garnering significant attention from both academia and industry, Dr. Ramu continues to shape the discourse on trustworthy AI deployment in critical infrastructure. Her research not only advances theoretical understanding but also provides practical solutions for securing the next generation of connected industrial systems.
Research Focus
Key Achievements
Top Papers
- 1Fusion of Federated Learning and Industrial Internet of Things: A survey284 citations · 2022