The findings from Bicoptor can be applied to enhance other aspects of secure multiparty computation beyond non-linear function evaluation by providing insights into efficient communication strategies and protocol design. For example:
The two-round communication model used in Bicoptor could inspire similar optimizations in other MPC protocols, reducing latency and enhancing overall performance.
The concept of probabilistic truncations introduced in Bicoptor could be adapted for use in different types of computations within secure multiparty settings.
The focus on GPU-friendly protocols could encourage further research into parallelizable algorithms and implementations that leverage hardware acceleration for various MPC applications.
By leveraging these principles and methodologies from Bicoptor, researchers can explore new avenues for improving efficiency, security, and scalability across a wide range of secure multiparty computation scenarios.