PII protection
-
Automate PII Redaction with Amazon Bedrock
Read Full Article: Automate PII Redaction with Amazon Bedrock
Organizations are increasingly tasked with protecting Personally Identifiable Information (PII) such as social security numbers and phone numbers due to data privacy regulations and customer trust concerns. Manual PII redaction is inefficient and error-prone, especially as data volumes grow. Amazon Bedrock Data Automation and Guardrails offer a solution by automating PII detection and redaction across various content types, including emails and attachments. This approach ensures consistent protection, operational efficiency, scalability, and compliance, while providing a user interface for managing redacted communications securely. This matters because it streamlines data privacy compliance and enhances security in handling sensitive information.
-
LLM-Shield: Privacy Proxy for Cloud LLMs
Read Full Article: LLM-Shield: Privacy Proxy for Cloud LLMs
LLM-Shield is a privacy proxy designed for those using cloud-based language models while concerned about client data privacy. It offers two modes: Mask Mode, which anonymizes personal identifiable information (PII) such as emails and names before sending data to OpenAI, and Route Mode, which keeps PII local by routing it to a local language model. The tool supports various PII types across 24 languages with automatic detection, utilizing Microsoft Presidio. Easily integrated with applications using the OpenAI API, LLM-Shield is open-sourced and includes a dashboard for monitoring. Future enhancements include a Chrome extension for ChatGPT and PDF/attachment masking. This matters because it provides a solution for maintaining data privacy when leveraging powerful cloud-based AI tools.