Artificial Intelligence (AI) based technology to improve the Network Security

Abstract

The exponential growth of cyber threats, combined with the increasing complexity of networkinfrastructures, has created a pressing need for more intelligent, adaptive, and scalable securitysolutions. Traditional signature-based detection systems, while effective for known attacks,often fail to detect sophisticated zero-day exploits and advanced persistent threats. This thesis explores the development and evaluation