This repository contains code to measure the NMSE of secure aggregation when enabling our SepAgg- and approximation-based optimizations on random vectors as described as part of our SaTML'24 paper ScionFL: Efficient and Robust Secure Quantized Aggregation.
Run python3 -u -m tests.NMSE_benchmark_controller to reproduce results.