Program Goals
Increase completion reliability, reduce ambiguous outcomes, and improve confidence scoring for vulnerability findings delivered to users.
Scanner Reliability
Retry semantics, failure mode mapping, and completion-rate hardening.
False Positive Tuning
Confidence threshold strategy and multi-signal validation approach.
Expected Outputs
- Documented reliability baseline and target envelope
- Prioritized tuning backlog for highest-noise findings
- Operator-ready runbook updates for recurring failure classes