Leveraging deep learning techniques to secure software development

• Main Author: Siow, Jing Kai
• Other Authors: Liu Yang
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/160286
• Institution: Nanyang Technological University

Adversarial threats have grown rapidly in recent years, resulting in the growing importance of software security. Many processes in the software development life cycle seek to reduce attack surfaces in the codebase, e.g., black box testing, code reviews, and static code analysis. The key idea is to...