Nikolaj Goranin

20 papers Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Emulated IoT Device to Real-IoT Device Traffic: A Dataset-Centered Cross-Domain Validation Framework for Anomaly-Based Intrusion Detection in Internet of Things.
IEEE Access
Simran Kaur Hora, Nikolaj Goranin, Antanas Cenys
2025 — ed.
Proceedings of the 8th International Scientific and Practical Conference "Applied Information Systems and Technologies in the Digital Society" (AISTDS 2024), Kyiv, Ukraine, October 1, 2024.
AISTDS
Anatoliy V. Anisimov, Vitaliy Snytyuk, Valentyna Pleskach, Ihor Javorskyj, Iurii Krak, Mykola Dyvak, Mykola Nikitchenko, Nikolaj Goranin, Vitaly G. Levashenko
2024 J jnl
An Empirical Determination of Optimum Artificial Intelligence Algorithm: Detection Using Signal-to-Noise Ratio Approach.
IEEE Access
Nana Kwame Gyamfi, Nikolaj Goranin, Dainius Ceponis
2024 J jnl
Specifics of Data Collection and Data Processing during Formation of RailVista Dataset for Machine Learning- and Deep Learning-Based Applications.
Sensors
Gulsipat Abisheva, Nikolaj Goranin, Bibigul Razakhova, Tolegen Aidynov, Dina Satybaldina
2022 — conf
Automated System-Level Anomaly Detection and Classification Using Modified Random Forest.
ICAIC
Nana Kwame Gyamfi, Dainius Ceponis, Nikolaj Goranin
2022 J jnl
Malware Detection Using Convolutional Neural Network, A Deep Learning Framework: Comparative Analysis.
J. Internet Serv. Inf. Secur.
Nana Kwame Gyamfi, Nikolaj Goranin, Dainius Ceponis, Antanas Cenys
2021 J jnl
The Application of Hough Transform and Canny Edge Detector Methods for the Visual Detection of Cumuliform Clouds.
Sensors
Aleksandr Lapusinskij, Ivan Suzdalev, Nikolaj Goranin, Justinas Janulevicius, Simona Ramanauskaite, Gintautas Stankunavicius
2020 J jnl
Dynamic Expert System-Based Geographically Adapted Malware Risk Evaluation Method.
Int. J. Comput. Commun. Control
Donatas Vitkus, Justina Jezukeviciute, Nikolaj Goranin
2019 J jnl
Automated Expert System Knowledge Base Development Method for Information Security Risk Analysis.
Int. J. Comput. Commun. Control
Donatas Vitkus, Zilvinas Steckevicius, Nikolaj Goranin, Diana Kalibatiene, Antanas Cenys
2019 J jnl
Evaluation of Deep Learning Methods Efficiency for Malicious and Benign System Calls Classification on the AWSCTD.
Secur. Commun. Networks
Dainius Ceponis, Nikolaj Goranin
2019 J jnl
Experimental Evaluation of Memory Capacity of Recurrent Neural Networks.
Balt. J. Mod. Comput.
Aliaksei Kolesau, Dmitrij Sesok, Nikolaj Goranin, Mindaugas Rybokas
2019 J jnl
Information Security Risk Assessment in Critical Infrastructure: A Hybrid MCDM Approach.
Informatica
Zenonas Turskis, Nikolaj Goranin, Assel Nurusheva, Seilkhan Boranbayev
2018 J jnl
Towards a Robust Method of Dataset Generation of Malicious Activity for Anomaly-Based HIDS Training and Presentation of AWSCTD Dataset.
Balt. J. Mod. Comput.
Dainius Ceponis, Nikolaj Goranin
2018 — conf
Towards a Robust Method of Dataset Generation of Malicious Activity on a Windows-Based Operating System for Anomaly-Based HIDS Training.
Doctoral Consortium/Forum@DB&IS
Dainius Ceponis, Nikolaj Goranin
2017 J jnl
High-Level Self-Sustaining Information Security Management Framework.
Balt. J. Mod. Comput.
Laima Kauspadiene, Antanas Cenys, Nikolaj Goranin, Simon Tjoa, Simona Ramanauskaite
2017 — conf
Improvement of Security Costs Evaluation Process by Using Data Automatically Captured from BPMN and EPC Models.
Business Process Management Workshops
Dmitrij Olifer, Nikolaj Goranin, Justinas Janulevicius, Arnas Kaceniauskas, Antanas Cenys
2016 J jnl
Content Based Model Transformations: Solutions to Existing Issues with Application in Information Security.
Int. J. Comput. Commun. Control
Justinas Janulevicius, Simona Ramanauskaite, Nikolaj Goranin, Antanas Cenys
2015 J jnl
Modelling influence of Botnet features on effectiveness of DDoS attacks.
Secur. Commun. Networks
Simona Ramanauskaite, Nikolaj Goranin, Antanas Cenys, Jonas Juknius
2013 J jnl
Security Ontology for Adaptive Mapping of Security Standards.
Int. J. Comput. Commun. Control
Simona Ramanauskaite, Dmitrij Olifer, Nikolaj Goranin, Antanas Cenys
2012 J jnl
Specialized Genetic Algorithm Based Simulation Tool Designed For Malware Evolution Forecasting.
Ann. UMCS Informatica
Vaidas Juzonis, Nikolaj Goranin, Antanas Cenys, Dmitrij Olifer