A1. To secure your Databricks workspace, you should implement strong access controls, enable multi-factor authentication (MFA), configure network security settings, and regularly audit logs to monitor for suspicious activities.
A2. Strong access controls involve setting up role-based access, restricting IP addresses, using single sign-on (SSO) for easier management and enforcement of access policies.
A3. MFA provides an additional layer of security, as it requires users to authenticate using more than one method, thus making it harder for unauthorized individuals to gain access.
A4. You should configure network security settings such as whitelisting IP addresses, using VPCs and private subnets to isolate your workspace from the public internet.
A5. You can enable auditing of various events like API calls, cluster creation, and user activity to monitor your workspace for any potential security issues.
Least Privilege Principle: Ensure that users only have the necessary permissions to perform their job functions.Multi-Factor Authentication (MFA): Implement MFA for all users, including service accounts and applications.Data Classification: Classify data based on sensitivity levels and apply appropriate access controls accordingly.Encryption: Encrypt sensitive data at rest and in transit using Databricks' built-in encryption options.Regular Audits: Regularly audit and monitor user activity, logins, and access to ensure compliance with your organization's policies.