Topic
30 articles
Abnormal Hyperdrive
A scanner that hands a CISO 4,000 findings hasn't solved the problem. It has just relocated.
Access certification confirms who holds privilege today, not whose privilege grew since the last review. That gap is where escalation hides.
Every identity control watches what happens after login. The reset flow is the one door that opens before there's anything to watch
Identity products report coverage in MITRE technique IDs, when defenders just want to know which attacks they're actually exposed to
Entra ID shows you which CA policies exist — not which identities authenticated without one. That gap is where credential-based attacks succeed silently.
Identity stopped being a single directory years ago, but most defenses still guard it like one
The detection model is itself an attack surface, so before it ships our own engineers spend weeks trying to defeat it
The easy story about AI-native coding is that engineers write code faster. The part that changed the slope was pairing it with a reusable DSL.
AI-generated attacks don't reuse infrastructure, phrasing, or patterns, so detection that waits for a known-bad fingerprint is already a step behind
See how behavioral AI detects attacks that legacy defenses miss.
