With the growing adoption of Kubernetes in modern IT ecosystems, the need for enhanced security mechanisms has become increasingly critical. This work introduces a dual-agent system designed to improve the detection of Denial-of-Service (DoS) attacks in Kubernetes environments. By combining node-level and application-level monitoring, the research establishes a scalable, framework-agnostic solution for proactive threat detection and mitigation.

Дарвиш Г. (науч. рук. Воробьева А.А.) Securing kubernetes: dual-agent system for enhanced dos attack detection // Сборник тезисов докладов конгресса молодых ученых. Электронное издание. – СПб: Университет ИТМО, [2025]. URL: https://kmu.itmo.ru/digests/article/13948