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researcher

S. Kadhe

45 papers hereh-index 231.7k citations87 works total

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

author position
  • first author12
  • middle author30
  • last author1

Across the 43 of 45 papers where every author was matched, so the position is known.

fields
  • cs.IT13
  • cs.CR11
  • cs.LG10
  • cs.CL5
  • cs.AI1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedFastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

113 citations · 183 across the 32 of their papers we have counts for

collaborators
Showing 2020 · cs.CRShow all

2 papers · 2 filters

cs.CR2020★ 2 cited

CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains

Steven Cao, Swanand Kadhe, Kannan Ramchandran

Validating a blockchain incurs heavy computation, communication, and storage costs. As a result, clients with limited resources, called light nodes, cannot verify transactions inde…

cs.CR2020★ 113 cited

FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Swanand Kadhe, Nived Rajaraman, O. Ozan Koyluoglu +1

Recent attacks on federated learning demonstrate that keeping the training data on clients' devices does not provide sufficient privacy, as the model parameters shared by clients c…

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