Srini Devadas
5 papers 488 citations h-index 3 2009–2024
F1: A Fast and Programmable Accelerator for Fully Homomorphic Encryption (Extended Version)
Fully Homomorphic Encryption (FHE) allows computing on encrypted data, enabling secure offloading of computation to untrusted serves. Though it provides ideal security, FHE is expensive when...
Teaching an Old Dog New Tricks: Verifiable FHE Using Commodity Hardware
We present Argos, a simple approach for adding verifiability to fully homomorphic encryption (FHE) schemes using trusted hardware. Traditional approaches to verifiable FHE require expensive...
On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data
In this paper, we consider the problem of designing Differentially Private (DP) algorithms for Stochastic Convex Optimization (SCO) on heavy-tailed data. The irregularity of such data violates...