AI-Driven Cybersecurity: Enhancing Cloud Security with Machine Learning and AI Agents

Abstract

On its way to becoming the core of the modern-day digital infrastructure, cloud computing has offered scalable and cost-effective means of data storage, computation, and existence of applications. Yet, with increasing cloud environments complexity, security, best performance, and efficient resource allocation pose the challenge. Traditional approaches in the management of cloud infrastructure based on a set of rules and manual control usually do not respond to the dynamic workloads and cause inefficiencies, vulnerabilities of security, and increased costs of control operations.