Last 24 hours · Apr 11, 2026 00:00 – Apr 12, 2026 00:00 UTC Demonstration Mode (synthetic data) Generated: 2026-04-12 00:00:32 UTC

Overview

Anomalous Hosts
5
Avg Score
6.400
Max Score
8.700

Top Anomaly Features

Features that most frequently drive anomaly detections. Each host's dominant contributing feature is counted.

Feature Occurrences Avg Score
ext_byte_ratio 3 6.500
unique_dest_ports 2 5.800
external_ratio 2 5.400
night_ratio 1 6.200
total_bytes_out 1 4.900

Anomalous Hosts

Internal hosts ranked by anomaly score. Higher scores indicate behavior that deviates more from the population. Top features show the behavioral dimensions contributing most to the anomaly.

Anomalous Hosts 5 rows
Host Score Method Severity Description Top Features
10.1.8.50 8.700 iforest Critical Anomalous host behavior: 10.1.8.50 (score: 8.7, dominant feature: ext_byte_ratio) [{"name":"ext_byte_ratio","value":0.99,"score":3.2},{"name":"unique_dest_ips","value":847,"score":2.1},{"name":"total_bytes_out","value":3221225472,"score":1.8}]
10.169.112.51 6.200 iforest High Anomalous host behavior: 10.169.112.51 (score: 6.2, dominant feature: night_ratio) [{"name":"night_ratio","value":0.7,"score":2.8},{"name":"high_port_ratio","value":0.85,"score":1.9},{"name":"unique_dest_ports","value":342,"score":1.5}]
10.6.19.21 5.800 iforest High Anomalous host behavior: 10.6.19.21 (score: 5.8, dominant feature: unique_dest_ports) [{"name":"unique_dest_ports","value":1284,"score":2.6},{"name":"total_flows","value":48721,"score":1.7},{"name":"external_ratio","value":0.92,"score":1.5}]
172.16.4.10 5.400 iforest Medium Anomalous host behavior: 172.16.4.10 (score: 5.4, dominant feature: external_ratio) [{"name":"external_ratio","value":0.95,"score":2.4},{"name":"unique_dest_ips","value":284,"score":1.6},{"name":"avg_flow_duration","value":3.2,"score":1.4}]
10.1.12.203 4.900 iforest Medium Anomalous host behavior: 10.1.12.203 (score: 4.9, dominant feature: total_bytes_out) [{"name":"total_bytes_out","value":1073741824,"score":2.2},{"name":"ext_byte_ratio","value":0.88,"score":1.4},{"name":"unique_dest_ips","value":142,"score":1.3}]