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Author

Charuka Herath

Observed name: Herath, Charuka
ORCID: 0009-0009-1369-0120
Observed ORCID: 0009-0009-1369-0120
OpenAlex ID: A5026556562
FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users
2026 · Yogachandran Rahulamathavan, Charuka Herath, et al. · IEEE Transactions on Artificial Intelligence · 27
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Enhancing Federated Learning Convergence With Dynamic Data Queue and Data-Entropy-Driven Participant Selection
2024 · Charuka Herath, Xiaolan Liu, et al. · IEEE Internet of Things Journal · 14
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Recursive Euclidean Distance-based Robust Aggregation Technique for Federated Learning
2023 · Charuka Herath, Yogachandran Rahulamathavan, et al. · IEEE IAS Global Conference on Emerging Technologies (GlobConET) · 10
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DSFL: A Dual-Server Byzantine-Resilient Federated Learning Framework via Group-Based Secure Aggregation
2025 · Herath, Charuka, Rahulamathavan, Yogachandran, et al. · arXiv (Cornell University) · 3
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Artificial Structure Function Search: Preserving Artificial Functional Connectivity for Structured Pruning
2026 · Illeperuma, Mindula, Pina, Rafael, et al. · arXiv (Cornell University)
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QuantFL: Pre-Training-Aware Update Quantisation for Communication-Efficient Federated Learning in the 6G IoT-Edge-Cloud Continuum
2026 · Charuka Herath, Yogachandran Rahulamathavan, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
QuantFL: Sustainable Federated Learning for Edge IoT via Pre-Trained Model Quantisation
2026 · Herath, Charuka, Rahulamathavan, Yogachandran, et al. · arXiv (Cornell University)
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Correctness proof for a Ring-Learning-with-Errors Multi-Authority Ciphertext-Policy Attribute-Based Encryption Scheme
2025 · Jack Loughridge, Charuka Herath, et al. · IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW)
Works count: 8
Citation count: 54
H-index: 3
I10-index: 3
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