Secure multi-party computation and communication

A non-transitory computer-readable medium having computer-executable instructions stored thereon that, upon execution, cause one or more processors to perform operations comprising:

• determining a differential privacy configuration, the differential privacy configuration including at least a first parameter and a second parameter;
• determining a number of iterations based on the first parameter and the second parameter;
• for each of the number of iterations:
• generating a random value and a random noise data,
• generating a first message and a second message based on the random value and the random noise data, and
• performing a transfer based on the first message, the second message, and an input data to output one of the first message and the second message;
• generating a first noise data based on the random noise data in each of the number of iterations;
• generating a first share based on a first dataset and a second dataset;
• applying the first noise data to the first share;
• and
• constructing a result based on the first share and a second share.