Security Best Practices
Learn essential security measures for protecting your vector data and access to your vector database instances.
Why Secure Your Vector DB?
Vector databases store valuable information, often derived from sensitive data. Protecting this data is crucial to prevent unauthorized access, data breaches, and ensure compliance.
Embeddingsthemselves can sometimes be reverse-engineered or expose patterns from the original data.- Compromised databases can lead to data manipulation or denial of service.
Strong Authentication
Authentication verifies who you are. For vector databases, this often involves:
- API Keys: Unique strings to identify and authenticate applications.
- Bearer Tokens: Temporary credentials often issued after a login process.
- Usernames & Passwords: For administrative access, always use strong, unique passwords and multi-factor authentication (MFA).