Upload a labeled dataset. Receive complete diagnostic results.
Data is processed in memory and not retained. Upload any labeled CSV: CICFlowMeter, Zeek, or custom feature extraction. VERITY discovers killshot features automatically, runs 5-fold cross-validation, and returns a full benchmark scorecard.
| # | Feature | Z-Separation | Normal Mean | Attack Mean |
|---|
| α | TPR (Recall) | FPR | Precision | F1 | Status |
|---|
| System | F1 Score | Requires Training Data | Requires GPU | Model Size | Encrypted Traffic |
|---|---|---|---|---|---|
| Darktrace | Unpublished | Yes | Yes | Unknown | Partial |
| CrowdStrike | Unpublished | Yes | Yes | Unknown | Limited |
| Cisco Stealthwatch | Unpublished | Yes | Yes | GB | Partial |
| VERITY (Credasis) | 0.998 | No | No | 50KB | Yes, behavioral |