Enhancing Security Through Generative AI-Based Authentication

Abstract

The digital age has evolved to the point where it requires solutions for data protection and user verification from companies that operate in different areas. Some widely known traditional authentication methods, like passwords and biometrics, despite their high security, might be subject to spoofing and phishing attacks. This study focuses on an AI-reliant security improvement strategy as a means to deal with the challenges listed above. The way of artificially creating new data by using machine learning algorithms, which are extremely close to the original data sets is called “generative AI.” By using the approaches of generative artificial intelligence (AI), GAIBA, the multi-layered authentication process which can adapt to emerging security threats, is developed. This study presents the employ of AI in authentication techniques and security protocols with its utilities and contributions.