Why Cybersecurity Risk Scores Often Mean Nothing
Security dashboards are designed to simplify complexity, but in cybersecurity, that simplification can quickly become distortion.
On this episode of Security Boulevard, Tom Hollingsworth, Fernando Montenegro and Jay Cuthrell take aim at one of the industry’s most persistent bad habits: reducing cyber risk to a single score. The conversation starts with a deceptively simple number and quickly turns into a larger critique of how security teams, vendors and executives often rely on metrics that look precise but lack the context needed to support real decision-making.
The panel explores why many cybersecurity risk scores can be misleading on their own. A number on a dashboard may appear authoritative, but if the methodology behind it is unclear, the output becomes difficult to trust. Without visibility into the assumptions, weightings and business context shaping that score, organizations may end up reacting to optics instead of actual exposure.
Tom, Fernando and Jay also discuss familiar examples such as CVSS, noting that even widely accepted scoring systems break down when they are separated from environmental and operational realities. A severe vulnerability affecting a small, isolated asset may deserve less urgency than a lower-rated issue tied to a critical business process. That is where raw severity scores stop being useful and context has to take over.
The episode also examines the challenge of communicating cyber risk to leadership teams that want a clean, digestible answer. While simplified dashboards may make reporting easier, they often create false confidence. More mature approaches to risk quantification require a clearer understanding of business impact, likelihood and exposure, rather than a single abstract number presented as definitive truth.
For security leaders, the takeaway is straightforward: Metrics can support better decisions, but only when they are grounded in context, transparency and business relevance.
