There’s Always Something: Secrets Detection at Engagement Scale with Titus
TL;DR: Titus is an open source secret scanner from Praetorian that detects and validates leaked credentials across source code, binary files, and HTTP traffic. It ships with 450+ detection rules and runs as a CLI, Go library, Burp Suite extension, or Chrome browser extension — putting secrets detection everywhere you already work during engagements. Say you find […]
Where AI Systems Leak Data: A Lifecycle Review of Real Exposure Paths
AI data exposure rarely looks like a breach. No alerts are triggered, no obvious failure occurs, and most of the time nothing appears to be wrong at all. Instead, sensitive information moves through retrieval, reasoning, and storage layers that were never designed to enforce trust boundaries. Most organizations evaluate AI systems by reviewing individual components […]