System Monitoring and Security Logs for Threat Detection

A dataset containing logs for CPU, memory, and network traffic. The data is hosted on Kaggle, but the author, organization, and specific collection details are not provided. The last update date and dataset scale are unknown.

Use Cases

• Train anomaly detection models based on CPU usage patterns.
• Identify security threats based on network traffic logs.
• Correlate memory usage spikes with potential security events.
• Build predictive maintenance systems for servers using system metrics.

Strengths

• Includes multiple relevant data sources for system monitoring: CPU, memory, and network logs.
• Explicitly designed for the applied use case of threat detection.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Kaggle