Intelligent Cybersecurity Framework for Large-Scale RESTful Service Architectures
Keywords:
Cybersecurity Framework, RESTful Services, API Security, Machine Learning Security, Microservices Security, Cloud Security Architecture, Intelligent Threat Detection, API Gateway Security, Adaptive Security SystemsAbstract
Restful service architectures are imperative to the modern digital ecosystem in supporting scalable, distributed
and interoperable web applications. Since cloud computing systems and microservices-oriented platforms to
enterprise systems and Internet-of-Things (IoT) network systems, RESTful APIs have dominated the
communication between services and applications. Although this architecture provides flexibility and scalability,
it also presents new security risks in the context of cybersecurity because more and more services are exposed to
external networks, a large number of service endpoints, and complicated inter-service communications.
Common security tools like rule based intrusion detection systems and static firewalls cannot easily keep up with
the dynamism and evolution of threat environment that comes with large scale RESTful environments.