Fingerprinting deep neural networks - a DeepFool approach

• Main Authors: Wang, Si, Chang, Chip Hong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering; Training; Deep Learning
• Online Access: https://hdl.handle.net/10356/147023
• Institution: Nanyang Technological University

A well-trained deep learning classifier is an expensive intellectual property of the model owner. However, recently proposed model extraction attacks and reverse engineering techniques make model theft possible and similar quality deep learning solution reproducible at a low cost. To protect the int...