When Rotation Bounds Nothing: Streaming Image Classifiers to Field Nodes Under Physical Capture

Daniel Gilkarov, Ran Dubin

Field nodes run image classifiers locally, exposing a first-class asset, the trained model, to theft. Trusted-execution enclaves, collaborative-inference splits, and encrypted stor…