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researcher

David Byrd

6 papers hereh-index 7447 citations16 works total

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

author position
  • sole author2
  • first author3
  • middle author1

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

fields
  • cs.CR2
  • q-fin.TR2
  • cs.LG1
  • cs.MA1
same name
  • David Byrd — 3 papers, h 7
  • David Byrd — 2 papers, h 2
  • David Byrd — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedLearning Not to Spoof

10 citations · 29 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.CR2022★ 3 cited

Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy

David Byrd, Vaikkunth Mugunthan, Antigoni Polychroniadou +1

Privacy-preserving federated learning enables a population of distributed clients to jointly learn a shared model while keeping client training data private, even from an untrusted…

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