Confidence Thresholds and Signal Quality

Not every observed pattern results in a finding.

SynapseAudit applies internal confidence thresholds before surfacing results.
These thresholds exist to ensure that findings represent meaningful risk signals, not speculative noise.

Factors influencing confidence include:

• Structural clarity

• Contextual indicators

• Proximity to sensitive operations

• Consistency with known risky behaviors

Only when these thresholds are met does SynapseAudit generate a finding.

This design prioritizes signal quality over volume.