Before revision: Being able to efficiently and accurately select the top-k elements without privacy leakage is an integral component of various  data analysis tasks and has gained significant attention .
After revision: Being able to efficiently and accurately select the top-k elements without privacy leakage is an integral component of various data analysis tasks .