Fingerprinting deep neural networks - a DeepFool approach

• المؤلفون الرئيسيون: Wang, Si, Chang, Chip Hong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering; Training; Deep Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/147023
• المؤسسة: 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...