Endpoint and server telemetry
Better signal quality for hosts that support critical operations.
Research orientation
Cybersecurity research that turns into deployable defense.
RikArena studies practical security problems: endpoint visibility, insider risk, lateral movement, anomaly detection, evidence quality and response speed.
Research cycle
How research becomes deployable defense.
Observe
Collect host, traffic and event signals that reflect what systems are actually doing.
Model
Study normal patterns and suspicious deviations across users, devices and workloads.
Validate
Convert findings into testable rules, alerts, workflows and operator evidence.
Deploy
Package research outcomes into Digitus Egis capabilities and security services.
Focus areas
Research priorities for the next phase of RikArena.
Anomaly and misuse detection
Behavioral research for attacks that do not look like ordinary malware.
Security evidence design
Logs, reports and case material that help teams act and auditors verify.