Intrusion detection systems vulnerability on adversarial examples. - Arkadiusz Warzynski; Grzegorz Kolaczek (INISTA, 2018)

Architecture of Anomaly Detection Module for the Security Operations Center. - Piotr Bienias; Grzegorz Kolaczek; Arkadiusz Warzynski (WETICE, 2019)

Application and preliminary evaluation of Anontool applied in the anomaly detection module. - Piotr Bienias; Arkadiusz Warzynski; Grzegorz Kolaczek (WETICE, 2020)

Excess-Mass and Mass-Volume anomaly detection algorithms applicability in unsupervised intrusion detection systems. - Arkadiusz Warzynski; Lukasz Falas; Patryk Schauer (WETICE, 2021)

Regional Center of Cybersecurity anomaly detection module efficiency in network monitoring scenarios. - Arkadiusz Warzynski; Patryk Schauer; Lukasz Falas (WETICE, 2021)

Excess-Mass and Mass-Volume Quality Measures Susceptibility to Intrusion Detection System's Data Dimensionality. - Arkadiusz Warzynski; Lukasz Falas; Patryk Schauer (ACIIDS (2), 2022)

Collaborative intrusion detection using weighted ensemble averaging deep neural network for coordinated attack detection in heterogeneous network. - Aulia Arif Wardana; Grzegorz Kolaczek; Arkadiusz Warzynski; Parman Sukarno (Int. J. Inf. Sec., 2024)