Year: 2025
Type: dissertation
Abstract: This thesis proposes improvements to the process of detecting security vulnerabilities in computer programs using artificial intelligence. These improvements include a method for intelligently reducing the size of programs for faster and more accurate processing, a novel approach to representing code by treating it as both a language and a graph, and a model capable of identifying regions within the programs most likely to contain vulnerabilities.
Author: Joseph Gear
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4414588104