all InfoSec news
Handling PII in RAGs
System Weakness - Medium systemweakness.com
When working with RAGs , it’s essential to consider the risks associated with handling Personally Identifiable Information (PII). Unstructured data used in RAGs can contain sensitive information, making it crucial to address PII handling in both the model and vector database components.
Presidio: Data Protection and De-identification SDKWhat is PII?
PII refers to any information that can be used to identify a specific individual, including:
- Names
- Addresses
- Phone numbers
- Email addresses
- Social security numbers
- Financial information
Why Handle PII …
address can components data database data protection de-identification handling identification information llm making nlp personally identifiable information pii presidio protection risks security sensitive sensitive information unstructured data vector database working