Identity Risk Scoring Only Works If Attribution Is Defensible
Security Boulevard, Saturday, February 14th, 2026
Identity risk scoring has become a critical input for fraud prevention, security operations, and trust decisions. Organizations increasingly rely on risk scores to decide when to step up authentication, block access, or flag activity for investigation.
But despite widespread adoption, many identity risk programs struggle with the same problem:
Risk scores are generated, but teams don't trust them.
At the center of this trust gap is attribution. Without defensible attribution, identity risk scoring becomes opaque, inconsistent, and difficult to act on. This post explains why attribution is the foundation of effective identity risk intelligence and what changes when attribution is done right.