👉 Securely computing, also known as homomorphic encryption or secure multi-party computation, is a cryptographic technique that enables computations to be performed on encrypted data without first decrypting it. This means that sensitive information, such as personal data or financial records, can be processed and analyzed while remaining protected from unauthorized access. The encrypted data is transformed into a format that can be manipulated by algorithms, but only authorized parties with the correct decryption key can convert it back into its original form. This approach ensures privacy and security, making it particularly valuable for applications in healthcare, finance, and any scenario where data confidentiality is paramount. By allowing computations on encrypted data, securely computing eliminates the risk of exposing sensitive information during processing, thus maintaining data integrity and confidentiality.