Utilizing Artificial Intelligence for Enhancing Cyber Security: Applications and Methodologies

Abstract

The rapid advancement of technology has given rise to a host of security challenges, often leaving cybersecurity experts struggling to keep up with the latest developments. Safeguarding against security breaches and cyber-attacks now requires extensive support due to the intricate interconnections between organizations, resulting in a surge of network activity, heightened vulnerability, and an increased array of potential attack points. Addressing these complexities has become a daunting task for human capabilities alone. Conventional algorithms occasionally prove inadequate when dealing with the complexities of modern systems. The creation of software with an automatic updating mechanism, designed to stay aligned with technological progress, presents a formidable challenge. Within this landscape, Artificial Intelligence (AI) emerges as a promising avenue for mitigating cybersecurity concerns to a significant extent. By examining cybersecurity computational applications and analyzing strategies for enhancing cyber defense, AI-based solutions offer a potent pathway. This study delves into the realm of countering cybersecurity threats by harnessing the capabilities of AI applications and techniques. It explores how AI can fortify cybersecurity measures, proposing innovative approaches while also examining existing methodologies.