Topic cluster

AI Email Security

Behavioural BEC, consensus detection, click-time URL detonation.

3 ARTICLES · 2 PILLAR · 1 SUPPORTING

PillarAI Email Security07 May 2026 · 7 min read

The 4.5× AI phishing multiplier: what Microsoft's 2025 Digital Defense Report means for MSPs

Click-through rates went from 12% to 54% in a single product cycle. Detection has not kept pace. What MSPs actually need to layer in.

— VaultFuzion Detection EngineeringRead the article →

PillarAI Email Security06 May 2026 · 15 min read

Thirteen engines, one verdict: how consensus detection finds what single-model security misses

Single-classifier email security has a blind spot in every direction it does not look. Consensus across thirteen independent engines, plus DMARC AI in the same chain, closes the seams.

— VaultFuzion Detection EngineeringRead the article →

AI Email Security07 May 2026 · 6 min read

Behavioural BEC detection: why static rules fail against modern business email compromise

The CEO-fraud playbook is no longer typos and Hotmail addresses. Pattern matching against known-bad signatures lost the engagement in 2024.

— VaultFuzion Detection EngineeringRead the article →