Protecting real‑world AI before it’s exploited As AI moves onto cameras, robots, and sensors, security must be built in—not bolted on. By embedding protection directly into edge operation, this on‑device software helps defend against malicious attacks, reducing risk and enabling broader, safer adoption of AI beyond controlled environments.