What Belongs in an AI Bill of Materials (AI-BOM)?

Canary data is easy to describe and easy to get wrong. A practitioner guide to designing canary strings that survive normalization and truncation, placing them without polluting production, building the detection pipeline, and knowing why a clean result usually means a broken test.

Most shadow AI was never bought. It was switched on inside software you already approved — invisible to policy lists, procurement, and the proxy. Four reasons it escapes your inventory, and the three questions that find it.

Your AI policy names a tool, but your exposure is a data path. Five ways customer data reaches a model anyway, and how to test each one with canary data.

Discover emerging threats, best practices, and how ioSENTRIX protects your full code-to-cloud stack. Learn how to secure cloud and decentralized applications.

Explore the biggest data breaches in history, from Yahoo to Aadhaar, uncovering the largest breaches and historic cyber incidents that shook the world.