Packets Analyzed
0
↑ 12% vs last session
Threats Detected
0
↓ 5% vs yesterday
Model Accuracy
—
↑ 2.1% from last train
API Uptime
99.8%
Operational
ML Pipeline Status
Ready
Data Ingestion
→
Validation
→
Transform
→
Train
→
Deploy
Best Model
Random Forest
F1 Score
—
Precision
—
Recall
—
Threat Overview
Low Risk
85%
Threat Level: Low
Based on last prediction run
Normal Traffic
85%
Malicious Traffic
15%
Recent Activity
View All
Model training completed successfully
2 hours ago · RandomForest · F1: 0.97
Prediction request processed
3 hours ago · 2,450 records · 12% threats
Data validation warning — 3 drifted columns
5 hours ago · schema drift detected
Data ingested from MongoDB successfully
6 hours ago · 15,000 records
High-severity threat detected in batch
Yesterday · 231 malicious packets