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20062025
most citedSpeeding Up Distributed Machine Learning Using Codes

885 citations · 3.8k across the 104 of their papers we have counts for

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Showing cs.CRShow all

5 papers · 1 filter

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…

cs.CR2019★ 26 cited

SeF: A Secure Fountain Architecture for Slashing Storage Costs in Blockchains

Swanand Kadhe, Jichan Chung, Kannan Ramchandran

Full nodes, which synchronize the entire blockchain history and independently validate all the blocks, form the backbone of any blockchain network by playing a vital role in ensuri…

cs.CR2015

Hiding the Rumor Source

Giulia Fanti, Peter Kairouz, Sewoong Oh +2

Anonymous social media platforms like Secret, Yik Yak, and Whisper have emerged as important tools for sharing ideas without the fear of judgment. Such anonymous platforms are also…

cs.CR2012

Distributed Secret Dissemination Across a Network

Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran

Shamir's (n, k) threshold secret sharing is an important component of several cryptographic protocols, such as those for secure multiparty-computation and key management. These pro…