PII in AI Training Data: Risks, Governance, and Protection

Martin JanoušekArtificial Intelligence, In-House Protection Software, Personal Data Discovery

PII in AI Training Data: Risks, Governance, and Protection

Key Takeaways PII can enter AI systems through training datasets, fine-tuning data, RAG sources, and user prompts. Language models can memorize aspects of their training data, making it important to identify and protect unnecessary PII before training. Unstructured data such as documents, emails, support tickets, and scanned files can contain PII that is difficult to identify at scale. Data discovery, … Read More

A Beginner’s Guide to GLBA Compliance

Cole PrudenGLBA, Guides, Mandatory Data Compliance, PII, PII Auditing, Sensitive Data Discovery

A Beginner’s Guide to GLBA Compliance

The GLBA affects all financial institutions directly. This comprehensive guide provides an in-depth understanding of the GLBA, including all its latest updates and amendments. Let’s dive in. Intro to the GLBA The Gramm-Leach-Bliley Act (GLBA for short) is a US federal law that requires “financial institutions” – defined as companies offering customers financial products or services like loans, financial or … Read More