Kavindu Herath

According to our database, Kavindu Herath authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Beyond Corner Patches: Semantics-Aware Backdoor Attack in Federated Learning.

Kavindu Herath, Joshua Zhao, Saurabh Bagchi

CoRR, March, 2026

2025

Hubs and Spokes Learning: Efficient and Scalable Collaborative Machine Learning.

Atul Sharma, Kavindu Herath, Saurabh Bagchi, Chaoyue Liu, Somali Chaterji

CoRR, April, 2025

A Lightweight Reputation-Based Mechanism for Incentivizing Cooperation in Decentralized Federated Learning.

Kavindu Herath, Suraj Mahangade, Saurabh Bagchi

Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2025