Machine learning for attacking gesture-based phone unlocking

• Main Author: Foo, Kenric Chuan Qin
• Other Authors: Thomas Peyrin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Science::Mathematics
• Online Access: https://hdl.handle.net/10356/166395
• Institution: Nanyang Technological University

Since the invention of smartphones, numerous functionalities have been gradually incorporated into them over the years. Complex instruments such as gyroscopes, accelerometers and cameras have become essential to a smartphone’s functionality. However, the vast number of instruments can become points...