15 citations · 25 across the 2 of their papers we have counts for
2 papers
cs.CR2020★ 10 cited
BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture
Harsh Bimal Desai, Mustafa Safa Ozdayi, Murat Kantarcioglu
Federated Learning (FL) is a distributed, and decentralized machine learning protocol. By executing FL, a set of agents can jointly train a model without sharing their datasets wit…
cs.CY2018★ 15 cited
Enforceable Data Sharing Agreements Using Smart Contracts
Kevin Liu, Harsh Desai, Lalana Kagal +1
As more and more data is collected for various reasons, the sharing of such data becomes paramount to increasing its value. Many applications ranging from smart cities to personali…