Adversarial example construction against autonomous vehicles

• Main Author: Loh, Zhi Heng
• Other Authors: Tan Rui
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/171944
• Institution: Nanyang Technological University

With autonomous vehicles (AVs) approaching widespread adoption, there is a need to emphasize safety as it must not be neglected. Touted to be free from errors commonly made by humans, they are nevertheless not immune to attacks with malicious intent. In general, AVs utilize a variety of machine-l...