Security of Deep neural network on Edge devices

Research Overview

The major goals for this Research are:

• Exploring ways to secure deep neural networks deployed on edge devices
• Validating the existing research approaches
• Testing the possible attacks to find flaws or loopholes in the implementation
• Improving the methodology implemented

Technologies Used

• Python
• DNN
• Model stealing
• Neural network architecture modification
• Obfuscation

Presentation Overview

Exploration Research