DeepFreeze: Cold Boot Attacks and High Fidelity Model Recovery on Commercial EdgeML Device

Yoo-Seung Won, Soham Chatterjee, Dirmanto Jap +2

EdgeML accelerators like Intel Neural Compute Stick 2 (NCS) can enable efficient edge-based inference with complex pre-trained models. The models are loaded in the host (like Raspb…