Convergence Optimization of Backpropagation Artificial Neural Network Used for Dichotomous Classification of Intrusion Detection Dataset. - Ivan Homoliak; Dominik Breitenbacher; Petr Hanácek (J. Comput., 2017)

An Air-Gapped 2-Factor Authentication for Smart-Contract Wallets. - Ivan Homoliak; Dominik Breitenbacher; Alexander Binder; Pawel Szalachowski (CoRR, 2018)

N-BaIoT - Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders. - Yair Meidan; Michael Bohadana; Yael Mathov; Yisroel Mirsky; Asaf Shabtai; Dominik Breitenbacher; Yuval Elovici (IEEE Pervasive Comput., 2018)

detection_of_IoT_botnet_attacks_N_BaIoT. - Yair Meidan; Michael Bohadana; Yael Mathov; Yisroel Mirsky; Dominik Breitenbacher; Asaf; Asaf Shabtai (UCI Machine Learning Repository, 2018)

HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices. - Dominik Breitenbacher; Ivan Homoliak; Yan Lin Aung; Nils Ole Tippenhauer; Yuval Elovici (AsiaCCS, 2019)

HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices (Extended Version). - Dominik Breitenbacher; Ivan Homoliak; Yan Lin Aung; Nils Ole Tippenhauer; Yuval Elovici (CoRR, 2019)

Improving Network Intrusion Detection Classifiers by Non-payload-Based Exploit-Independent Obfuscations: An Adversarial Approach. - Ivan Homoliak; Martin Teknos; Martín Ochoa; Dominik Breitenbacher; Saeid Hosseini; Petr Hanácek (EAI Endorsed Trans. Security Safety, 2019)

SmartOTPs: An Air-Gapped 2-Factor Authentication for Smart-Contract Wallets. - Ivan Homoliak; Dominik Breitenbacher; Ondrej Hujnak; Pieter H. Hartel; Alexander Binder; Pawel Szalachowski (AFT, 2020)

HADES-IoT: A Practical and Effective Host-Based Anomaly Detection System for IoT Devices (Extended Version). - Dominik Breitenbacher; Ivan Homoliak; Yan Lin Aung; Yuval Elovici; Nils Ole Tippenhauer (IEEE Internet Things J., 2022)