How can I ensure data security against data leakage?

 In the context of data science, you can address the issue of data leakage vulnerabilities and prevent sensitive information from being exposed by using these steps which are given below:-

Identify the data leakage points

Try to determine the specific areas within the organization's infrastructure where data leakage can occur.

Performing data leakage testing

You can use automated scanning tools or manual testing techniques to identify potential data leakage points.

Review access control

Try to review and strengthen access controls to ensure that only authorized users should have access to the sensitive data.

Encryption of sensitive data

You can try to encrypt the sensitive data in transit and at rest to prevent unauthorized access in case of data leakage. You should use strong algorithms to ensure confidentiality.