CIPHER

Semantic Intelligence

Beta

Purpose

CIPHER enriches raw telemetry with contextual reputation scoring. It maps network flows, classifies relationships and detects anomalous communication patterns.

Problem Solved

Traditional network logs only show IPs and ports. Without semantic analysis, distributed attack patterns remain hidden in the noise.

Capabilities

TCP flow mapping

Connection classification with 3 detectors: unusual destination, process fan-out, repeated SYN.

Contextual reputation

Dynamic endpoint scoring based on historical behavior and communication patterns.

Pattern analysis

Detection of anomalous communication patterns that IP-to-IP analysis would miss.

Semantic enrichment

Transformation of raw logs into actionable intelligence with operational context.

Longitudinal learning

Models that improve with weeks of data, refining detection precision.

AEGIS & Vigil correlation

Integration with runtime telemetry for cross-validation of findings.