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researcher

Charuka Herath

6 papers hereh-index 343 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedFheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users

7 citations · 9 across the 6 of their papers we have counts for

collaborators
Showing 2023 · cs.AIShow all

1 paper · 2 filters

cs.AI2023★ 7 cited

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

Yogachandran Rahulamathavan, Charuka Herath, Xiaolan Liu +2

The federated learning (FL) technique was developed to mitigate data privacy issues in the traditional machine learning paradigm. While FL ensures that a user's data always remain…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.