Machine learning attack on hardware implementation of one-way function

• Main Author: Lauw, Andri Renardi
• Other Authors: Chang Chip Hong
• Format: Final Year Project
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/71815
• Institution: Nanyang Technological University

Physical Unclonable Functions (PUF) with exponentially growing number of challenges is an ideal candidate to become a device authentication for Internet of Things (IoT) devices. However, recent research shows that one of the most popular type of PUF, Arbiter PUF, is prone to mathematical modelling a...