2 papers
cs.CR2024
Enhancing MOTION2NX for Efficient, Scalable and Secure Image Inference using Convolutional Neural Networks
Haritha K, Ramya Burra, Srishti Mittal +3
This work contributes towards the development of an efficient and scalable open-source Secure Multi-Party Computation (SMPC) protocol on machines with moderate computational resour…
cs.CR2023
Empowering SMPC: Bridging the Gap Between Scalability, Memory Efficiency and Privacy in Neural Network Inference
Ramya Burra, Anshoo Tandon, Srishti Mittal
This paper aims to develop an efficient open-source Secure Multi-Party Computation (SMPC) repository, that addresses the issue of practical and scalable implementation of SMPC prot…