Center for Technology Commercialization

Program: UWM Research Foundation

Secure‑by‑Design AI for Edge Devices

Technology Sectors:

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.