Charuka Herath

According to our database, Charuka Herath authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

QuantFL: Sustainable Federated Learning for Edge IoT via Pre-Trained Model Quantisation.

Charuka Herath, Yogachandran Rahulamathavan, Varuna De Silva, Sangarapillai Lambotharan

CoRR, March, 2026

2025

DSFL: A Dual-Server Byzantine-Resilient Federated Learning Framework via Group-Based Secure Aggregation.

Charuka Herath, Yogachandran Rahulamathavan, Varuna De Silva, Sangarapillai Lambotharan

CoRR, September, 2025

Enhancing Federated Learning Convergence With Dynamic Data Queue and Data-Entropy-Driven Participant Selection.

Charuka Herath, Xiaolan Liu, Sangarapillai Lambotharan, Yogachandran Rahulamathavan

IEEE Internet Things J., March, 2025

2023

FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users.

Yogachandran Rahulamathavan, Charuka Herath, Xiaolan Liu, Sangarapillai Lambotharan, Carsten Maple

CoRR, 2023

Recursive Euclidean Distance Based Robust Aggregation Technique For Federated Learning.

Charuka Herath, Yogachandran Rahulamathavan, Xiaolan Liu

CoRR, 2023