Robot Immune System (RIS)

Understands ROS topic, service, and action communication patterns, enabling behavioral monitoring of robot operating system nodes without disrupting real-time control loops.

Analyzes robotics-specific industrial protocols (EtherCAT, PROFINET, CANopen), for anomalous commands and communication patterns outside the robot's expected operational envelope.

Correlates cybersecurity detections with physical safety system signals, distinguishing operational safety faults from cyber-induced anomalies to prevent false emergency stops.

Monitors robotic controller firmware, end effector firmware, and embedded OS integrity, detecting unauthorized modifications that could alter robot behavior.

Detects and blocks malware using behavioral analysis and ML models rather than signature matching. Prevents execution of known and novel malware including script-based and fileless attacks.

Blocks exploit techniques at the point of execution (memory injection, process hollowing, credential dumping), independent of whether the exploited application or CVE is known.

Enforces policies on USB storage, Bluetooth, and peripheral device connections, blocking, allowing, or auditing data transfer based on device type and user identity.

Restricts execution to an approved application inventory. Prevents execution of any unapproved binary, script, or library regardless of whether it is recognized as malicious.

Scans endpoints for missing OS and application patches, surfacing vulnerability exposure without requiring a separate vulnerability management scanner.

Executes endpoint response actions automatically upon confirmed detection (process termination, file quarantine, registry key removal, and ransomware rollback), without waiting for analyst approval. Scope of automated actions and rollback fidelity are the primary quality differentiators.

Centrally manages the endpoint host firewall, controlling inbound and outbound network connections per policy to reduce the endpoint's network attack surface alongside device and application controls.