no code implementations • 18 Feb 2022 • Adewale Adeyemo, Travis Sandefur, Tolulope A. Odetola, Syed Rafay Hasan
We further propose a library-based approach to design scalable and dynamic distributed CNN inference on the fly leveraging partial-reconfiguration techniques, which is particularly suitable for resource-constrained edge devices.
no code implementations • 13 Jun 2021 • Tolulope Odetola, Faiq Khalid, Travis Sandefur, Hawzhin Mohammed, Syed Rafay Hasan
Since in horizontal collaboration of RC AIoT devices different sections of CNN architectures are outsourced to different untrusted third parties, the attacker may not know the input image, but it has access to the layer-by-layer output feature maps information for the assigned sections of the CNN architecture.
