Anomaly-Based Intrusion Detection From Network Flow Features Using Variational Autoencoder. - Sultan Zavrak; Murat Iskefiyeli (IEEE Access, 2020)

CENTER Water: A Secure Testbed Infrastructure Proposal For Waste and Potable Water Management. - Ibrahim Özçelik; Murat Iskefiyeli; Musa Balta; Kevser Ovaz Akpinar; Firdevs Sevde Toker (ISDFS, 2021)

Toward lightweight intrusion detection systems using the optimal and efficient feature pairs of the Bot-IoT 2018 dataset. - Erman Özer; Murat Iskefiyeli; Jahongir Azimjonov (Int. J. Distributed Sens. Networks, 2021)

Hybrid fuzzy-genetic algorithm to automated discovery of prediction rules. - Ibrahim A. Fadel; Hussein Alsanabani; Cemil Öz; Tariq Kamal; Murat Iskefiyeli; Fawzia Abdien (J. Intell. Fuzzy Syst., 2021)

Flow-based intrusion detection on software-defined networks: a multivariate time series anomaly detection approach. - Sultan Zavrak; Murat Iskefiyeli (Neural Comput. Appl., 2023)

Correction: Flow-based intrusion detection on software-defined networks: a multivariate time series anomaly detection approach. - Sultan Zavrak; Murat Iskefiyeli (Neural Comput. Appl., 2023)

Image-based security techniques for water critical infrastructure surveillance. - Seda Balta Kaç; Süleyman Eken; Deniz Balta; Musa Balta; Murat Iskefiyeli; Ibrahim Özçelik (Appl. Soft Comput., 2024)