INTRODUCTION
THE PROBLEM—PROTECTING AI MODELS AT THE EDGE
Since customers are continually seeking cost and compute efficiencies, the industry’s goal is to make it very easy to develop, deploy and maintain services running on the edge gateways. The trend is to enable modern micro services development and deployment practices for the edge gateways via Docker containers or similar technology. This will extend dev ops practices to edge computing and empower IoT deployments at scale.
Edge IoT infrastructure is meant to perform functions that, today, are fulfilled in the cloud under a controlled environment. Security functions such as authentication/authorization, encryption/decryption, integrity checking, etc, as well as customer specific functions, will be performed in physically reachable edge gateways. Sensitive functions are now exposed to a wide range of possible security attacks. IoT devices at the edge are introducing a new level of complexity in the realm of security.
THE EmSPARK™ SOLUTION
- Establishment of a secure platform that includes trusted boot, secure key material storage and a trusted execution environment that isolates the cryptographic operations, key material handling and critical functions from the operating system.
- Exposure of an easy-to-use software development framework for cyber resilient application extended for use within docker containers.
