What is secure multi-party computation?

Secure multi-party computation (SMPC) is a cryptographic protocol that allows multiple parties to jointly compute a function over their inputs while keeping those inputs private. In essence, each party only learns the output of the function and nothing else about the other parties' inputs. It's commonly used in scenarios like privacy-preserving data analysis, secure auctions, and verifiable voting systems where data confidentiality is paramount.