Sensitive data security is critical in modern data workflows. Snowflake, as one of the leading cloud data platforms, makes it easy to store, process, and analyze data at scale. However, the challenge lies in ensuring that sensitive information, such as secrets, credentials, and personally identifiable information (PII), does not get