Why Tracking Malicious State Changes Matters More Than Counting Takedowns

This blog post argues that legacy digital risk protection approaches that count isolated artifacts (domains, parked sites) create false security assurances, and promotes a campaign-centric model that detects "malicious state changes"—for example MX record activation, deployment of visual clones, and cross-channel hopping—using an AI-driven threat graph to triage and automate takedowns.