CAREER: Toward Physical Security for Privacy-preserving Neural Networks at the Edge

Neural networks learn patterns from labeled data to output accurate predictions on new inputs. They are increasingly embedded in critical real-world systems, from healthcare wearables and smart homes to autonomous vehicles. These systems often rely on privacy-preserving implementations that keep user inputs and model details hidden from other…