Model extraction attack on Deep Neural Networks

• Main Author: Lkhagvadorj, Dulguun
• Other Authors: Chang Chip Hong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Mathematics of computing::Probability and statistics
• Online Access: https://hdl.handle.net/10356/158375
• Institution: Nanyang Technological University

Machine learning models based on Deep Neural Networks (DNN) have gained popularity due to their promising performance and recent advancements in hardware. Development of high-performing DNN models requires a mass amount of time and resources, therefore, information regarding such models is kept...