Get the latest insights on data privacy, security, and more.

  • AI

What is the NIST AI Risk Management Framework?

Learn what the NIST AI Risk Management Framework (AI RMF) is, how it works, and how organizations use it to identify, measure, and manage AI risks responsibly....
  • 9 min
  • comparison, Data Tokenization

RBAC vs CBAC: Key Differences, Benefits, and Which One Your Business Needs

RBAC vs CBAC comparison guide. Understand features, pros, and real-world use cases to choose the right security approach today....
  • 8 min
  • Data Security

Mask Sensitive Data in Logs: A Complete Guide for Secure Logging

Learn how to mask sensitive data in logs to prevent leaks, ensure compliance, and protect user privacy with simple, effective strategies....
  • 10 min
  • Data Privacy

On-Premises AI vs Cloud AI: Which Deployment Model Is Safer?

On-Premises AI vs Cloud AI: Explore key differences in data control, security, and scalability before making your AI decision....
  • 8 min
  • AI Agent

AI Data Leakage: Hidden AI Agent Risks and How to Prevent Them

Learn how AI data leakage happens, why AI agents leak sensitive data, and how to prevent leaks through masking, RBAC, monitoring, and secure integrations....
  • 10 min
  • data tool

The Definitive Guide to the Top 7 DPIA Tools for 2026

Discover the top DPIA tools for 2026 to simplify compliance, reduce risks, and stay audit-ready with smarter privacy management solutions....
  • 8 min
  • AI Security, Data Security

Agentic AI Security: Why Agent-as-a-Service Needs a New Control Layer

Agent as a service is reshaping enterprise software. Learn why agentic AI security demands context-aware data protection, not traditional perimeter defenses....
  • 11 min
  • AI, Corporate News, Data Privacy Vault

Agentic Context Security Platform Protecto is Now Available on Google Cloud Marketplace

Protecto Vault is now available on Google Cloud Marketplace. Deploy context-preserving PII/PHI masking for AI agents directly in your GCP environment — HIPAA, GDPR & CCPA compliant....
  • 6 min
  • Data Masking, PII Masking

Why NER models fail at PII detection in LLM workflows – 7 critical gaps

NER models miss critical PII detection gaps in LLM workflows. Learn 7 reasons why NER-based sensitive data detection breaks down and what to use instead....
  • 13 min
  • Protecto

What Is Format-Preserving Encryption (FPE)?

What is format-preserving encryption? Learn how FPE secures sensitive data without breaking systems—and why it matters for payments, AI, and compliance....
  • 8 min
  • AI Guardrails

AI Guardrails: The Layer Between Your Model and a Mistake

Most AI failures aren’t bugs, they’re missing AI guardrails. Learn how weak controls expose data, break compliance, and why most AI projects fail early....
  • 7 min
  • AI, Data Masking, Mock Data

Synthetic Data for AI: 5 Reasons It Fails in Production

Synthetic data for AI looks fine in dev — until it hits production. Learn why real masked data beats synthetic for AI testing, RAG, and agent workflows....
  • 11 min
  • AI Agent, Case Study

How a Fortune 50 Company Deployed Agentic AI at Scale Without Losing Control of Their Data

AI agents that access multiple data sources need more than authentication. This Fortune 50 case study shows how Protecto added policy-driven data control on top of Active Directory to protect PII and sensitive business data across agentic AI workflows....
  • 8 min
  • AI, Mock Data

Why Synthetic Data for AI Fails in Production

Most teams use synthetic data for AI testing because it's easy. But it smooths out the messiness, broken relationships, and edge cases that AI needs to handle in the real world. Protecto shows a better way....
  • 5 min
  • Data Privacy

LLM Data Leakage Prevention: 10 Best Practices

Learn 10 LLM data leakage prevention steps for masking, tokenization, RAG security, access control, logs, and regulated AI workflows....
  • 9 min