no code implementations • 13 Jul 2021 • Hawzhin Mohammed, Tolulope A. Odetola, Nan Guo, Syed Rafay Hasan
In this paper, dynamic deployment of Convolutional Neural Network (CNN) architecture is proposed utilizing only IoT-level 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.
no code implementations • 16 Jun 2020 • Hawzhin Mohammed, Tolulope A. Odetola, Syed Rafay Hasan
The deployment of CNN on resource-constrained edge devices have proved challenging.
