Research

Research Interest

• Block-chains

• Machine Learning

• Deep Learning

• IoT

• Wireless sensors networks

Projects

• Digital Image Processing “Segmentation and Detection of Optic Disc Using K Means Clustering”.

• Internet Technologies “Exploiting Capture Effect for Channel Assignment in Wireless Sensor Networks”, I have conducted all experiments for this work on INDRIYA test-bed in NUS.

• Machine Learning “Differentiating Clustering Techniques on different data sets”, I have implemented agglomerative clustering techniques on different datasets and compared my results with other clustering techniques implemented by my other colleges in this project. 

Publications

Conference

• Published research paper "Flood and Loot Attack in Distributed Routing Protocols in PCNs, 17th International Conference on COMmunication Systems & NETworkS (COMSNETS)" 2025.

• Published research paper "Attacks in Distributed Routing in PCNs, 7th IEEE International Conference on Blockchain, Denmark" 2024.

• Published research paper "Distributed Routing Algorithms for Concurrent Execution of Transactions in PCNs, 7th IEEE International Conference on Fog and Edge Computing" 2023.

• Published research paper “Identification of Defective Nodes in Cyber-Physical System” 2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2020.

Journals

• Published research paper “maxREE: Maximizing Flow by Replacing Exhausted Edges in Lightning Network" in IEEE Transactions on Network Science and Engineering,  2024.

• Published research paper “Deadlock Prevention in Payment Channel Networks" in IEEE Transactions on Network and Service Management, Vol. 21, pp. 5164-5177,  2024

• Published research paper “Design and Evaluation of Swift Routing for Payment Channel Network," in Blockchain: Research and Applications, Vol. 5, pp. 2096-7209, 202

• Published research paper “Single Image Defogging using Deep Learning Techniques: Past, Present, and Future," in Archives of Computational Methods in Engineering, Vol. 28, pp. 4449-4469, 2021.

• Published research paper “Mitigating the effect of negative link correlation on contention mechanism of MAC protocols in wireless sensor networks". IET Communications, Vol. 14: pp. 4007-4013, 2020.

Refree Services

• IEEE Transactions on Network and Service Management (TNSM)

• IEEE Transactions on Network Sceince and Engineering (TNSE)

• IEEE International Symposium on Smart Electronic Systems (iSES) 2024

Workshops

• Organised workshop on “Opportunistic Mobile Computing” in GHCI 17 in Bangalore.