Live Monitoring Dashboard
Real-time bot detection — refreshes every 10 seconds
Last updated
Sessions Scored
Bot Rate
Avg Human Confidence
Active Model

Live Prediction Feed

The 10 most recent scored sessions, newest first. The bar shows bot probability — green is human, yellow is uncertain, red is bot.

Bot Probability Drift — Last 20 Sessions

Each point is a scored session in chronological order. Points above the red dashed line were classified as bots. Hover a point for details.

Human Bot Threshold (0.5)

Top Flagged Features — Bot Detections (SHAP)

Features most responsible for recent bot classifications, ranked by SHAP importance. A higher rank means the feature had a stronger influence on the bot verdict.

Active Model

Performance metrics for the currently deployed classifier, trained on labeled behavioral sessions.