Charts & Analytics¶
The Charts & Analytics section of the Nyroxis Dashboard transforms raw security events into visual insights, helping users quickly understand trends, anomalies, and potential risks. All analytics are generated locally, preserving full privacy.
Purpose of Visual Analytics¶
Charts help users answer key questions immediately: - Is activity increasing or decreasing over time? - Are there unusual spikes in processes or network traffic? - Which event categories occur the most? - How are detection and correlation findings distributed by severity? - Are there recurring suspicious patterns over time?
Visuals make complex security data immediately understandable.
Available Chart Types¶
1. Event Frequency Over Time¶
Shows how many events occur hourly, daily, and weekly. Useful for spotting spikes, bursts of activity, or unexpected quiet periods that may indicate something was disabled.
2. Severity Distribution¶
Visual breakdown of events by severity level: Critical, High, Warning, Info. Helps users see the overall risk profile at a glance.
3. Top Event Sources¶
Highlights which processes, files, or network endpoints generate the most events: - Most active processes - Most accessed files - Most frequent network connections
4. Detection & Correlation Trend¶
Tracks the evolution of rule matches over time: - Detection findings - Correlation findings - Chain findings
Helps users detect escalation patterns before a full compromise occurs.
5. AI/ML Anomaly Score Trend¶
Visualizes the output of the local Isolation Forest engine over time: - Anomaly score evolution - Severity classifications: Critical / High / Medium / Low - Spike events against the behavioral baseline
Local Analytics Engine¶
All charts are powered by the local analysis engine: - No cloud - No external APIs - All computation stays on the device
Charts are generated directly from the encrypted local database and AI/ML engine output.
Privacy & Offline Operation¶
Nothing is sent to external services — ever. Analytics are computed and rendered locally from encrypted events, entirely offline.
Summary¶
Charts & Analytics provide a visual, privacy-preserving way to understand system activity, track detection trends, monitor AI/ML findings, and gain immediate insight into the security posture of the device.