CyVectors LogFileSensor – Log Monitoring & AI Threat Detection

Plain Text Log File Event Awareness with Embedded ONNX AI
Reports plain text log file activity to the SIEM as syslog for the endpoint it is monitoring.

Sensors

Embedded AI

Sensor Operations

Problem: Critical security signals are often buried in massive log files; manual reviews miss early attack indicators.

• Solution: LogFileSensor monitors configured log files for defined strings, captures matches, and reports them via syslog in real time.

• Why Different: Integrates ONNX AI models for anomaly scoring, adaptive thresholds, and autonomous learning. Supports mass - match detection, periodic AI summaries, and JSON syslog export.

• Syslog Output Fields: Timestamp, Sitename, Host, Service, FilePath, SearchString, MatchCount, MatchRate, Threat Score, Threat Level, Issue Type, Recommended Action.

Host Resource Requirements

CPU: < 1%
Memory(RAM) < 50MB
Disk: < 1MB per day log writes
Network: < 1KB/s syslog traffic