research Thresholdizing FALCON Threshold signing protocol compatible with the deployed NIST FALCON standard Noisette Unified framework for certifying differential privacy mechanisms across discrete and continuous distributions Smaug LLVM-native compiler transforming C++ and Rust into MPC-ready oblivious code Scalable Mixed-Mode MPC Mixed-mode MPC framework scalable to 100+ parties using threshold homomorphic encryption Secure Noise Sampling for DP Collaborative Learning MPC protocol for differentially private noise sampling in federated learning, supporting arbitrary discrete distributions