graph_ai
Entity Graph Risk Propagation
multi-entity XDR correlation
userdeviceiphashmailboxcloud_principal
| precision | 0.91 |
| recall | 0.87 |
| f1 | 0.89 |
| drift | medium |
AI Detection Fabric
Modelos de IA propios
Modelos explicables para deteccion avanzada, gobernados con principios NIST AI RMF.
ensemble
Ransomware Early-Warning Ensemble
pre-encryption ransomware behavior
mass_renameentropy_deltashadow_copy_deletefile_burst
| precision | 0.96 |
| recall | 0.92 |
| f1 | 0.94 |
| drift | low |
sequence_transformer
Sequence Transformer EDR
process chains, LOLBins, script abuse
parent_processchild_processcmdline_tokensprocess_chain
| precision | 0.94 |
| recall | 0.89 |
| f1 | 0.91 |
| drift | low |
behavioral_analytics
UEBA Behavioral Baseline
identity and device anomaly
time_of_daygeo_velocitybaseline_deviationpeer_group
| precision | 0.9 |
| recall | 0.86 |
| f1 | 0.88 |
| drift | low |
learning_to_rank
False Positive Suppression Ranker
noise reduction and analyst feedback
analyst_feedbackallowlist_ageasset_grouprule_history
| precision | 0.88 |
| recall | 0.72 |
| f1 | 0.79 |
| drift | watch |