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Table 1 Classification criteria for governance operating patterns

From: Evaluating exposure-driven security governance for proactive risk mitigation of AI-powered cyber attacks in digital infrastructures

Minimum criteria (rubric indicator)

Compliance-driven

Framework-centric

Risk-based

Exposure-driven

Decision cadence

Periodic audit cycles

Periodic reviews/ISMS cycles

Risk review cycles + triggers

Continuous/near-real-time

Primary evidence

Audit artifacts, checklists

Control maps, assurance evidence

Risk registers, scenario rationale

Exposure closure evidence, KRIs/KPIs

Telemetry use

Limited (evidence collection)

Selective monitoring to support controls

Telemetry informs likelihood/impact

Telemetry-first: asset/exposure signals

Automation posture

Supports compliance workflows

Supports control maintenance

Guided by risk prioritization

Bounded automation with approval gates