Machine learning methods for cyber security intrusion detection: Datasets and comparative study. - Ilhan Firat Kilincer; Fatih Ertam; Abdulkadir Sengür (Comput. Networks, 2021)

A comprehensive intrusion detection framework using boosting algorithms. - Ilhan Firat Kilincer; Fatih Ertam; Abdulkadir Sengür (Comput. Electr. Eng., 2022)

Saldırı tespit ve engelleme sistemleri için yapay zeka tabanlı yeni bir güvenlik modelinin oluşturulması (Building a new artificial intelligence based security model for intrusion detection and prevention systems) - Ilhan Firat Kilincer (2022)

An automated internet of behavior detection method based on feature selection and multiple pooling using network data. - Ilhan Firat Kilincer; Turker Tuncer; Fatih Ertam; Abdulkadir Sengür (Multim. Tools Appl., 2023)

SPA-IDS: An intelligent intrusion detection system based on vertical mode decomposition and iterative feature selection in computer networks. - Ilhan Firat Kilincer; Turker Tuncer; Fatih Ertam; Abdulkadir Sengür (Microprocess. Microsystems, 2023)

A modular system for real-time intrusion detection on local area networks. - Ilhan Firat Kilincer (Comput. Networks, 2025)