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cs.CR2025
SONNI: Secure Oblivious Neural Network Inference
Luke Sperling, Sandeep S. Kulkarni
In the standard privacy-preserving Machine learning as-a-service (MLaaS) model, the client encrypts data using homomorphic encryption and uploads it to a server for computation. Th…
cs.CR2023★ 1 cited
Privacy-Preserving Methods for Outlier-Resistant Average Consensus and Shallow Ranked Vote Leader Election
Luke Sperling, Sandeep S Kulkarni
Consensus and leader election are fundamental problems in distributed systems. Consensus is the problem in which all processes in a distributed computation must agree on some value…