The Center for Forensics, Biometrics and Privacy (CFBP) regularly publishes scientific research in peer-reviewed journals, international conferences, and technical reports.
Our publications span the fields of digital forensics, biometrics, privacy and cybersecurity — often produced through collaboration with students, industry partners, and EU consortia.
Bača, Miroslav; Grd, Petra; Fotak, Tomislav Basic Principles and Trends in Hand Geometry and Hand Shape Biometric // New trends and developments in biometrics. Rijeka: IntechOpen, 2012. str. 77-99
Grd, Petra; Tomičić,Igor; Barčić, Ena Transfer Learning with EfficientNetV2S for Automatic Face Shape Classification // Journal of universal computer science, 30 (2024), 2; 153-178. doi: 10.3897/jucs.104490
Jurišić, Marko; Tomičić, Igor; Grd, Petra User Behavior Analysis for Detecting Compromised User Accounts: A Review Paper // Cybernetics and Information Technologies, 23 (2023), 3; 102-113. doi: 10.2478/cait-2023-0027
Tomičić, Igor; Grd, Petra; Bernik, Andrija Smart Internet of Things Modular Micro-Grow Room Architecture // Interdisciplinary description of complex systems, 20 (2022), 4; 469-482
Belcar, David; Grd, Petra; Tomičić, Igor Automatic Ethnicity Classification from Middle Part of the Face Using Convolutional Neural Networks // Informatics (Basel), 9 (2022), 1; 18, 25. doi: 10.3390/informatics9010018
Viktorovych Shkarupylo, Vadym; Tomičić, Igor; Mykolaiovych Kasian, Kostiantyn; Abedalrahim Jamil Alsayaydeh, Jamil An approach to increase the effectiveness of TLC verification with respect to the concurrent structure of TLA+ specification // International journal of software engineering and computer systems (Pahang), 4 (2018), 1; 48-60. doi: 10.15282/ijsecs.4.1.2018.4.0037
Ćosić, Jasmin; Bača, Miroslav; Grd, Petra The Necessity of Developing a Standard for Exchanging a Chain of Custody of Digital Evidence Data: A DEMF story // International journal of computer science and information security (Pittsburgh, Pa.), 15 (2017), 11; 188-191
Grd, Petra Introduction to Human Age Estimation Using Face Images // Research papers Faculty of Materials Science and Technology Slovak University of Technology in Trnava, Special Number (2013), 35-41
Fotak, Tomislav; Bača, Miroslav; Koruga, Petra Handwritten signature identification using basic concepts of graph theory // WSEAS transactions on signal processing, 7 (2011), 117-129
Barčić, Ena; Grd, Petra Optimizing Point Cloud Processing for Facial Reconstruction Using Open-Source Tools: A Preliminary Study // 34th Central European Conference on Information and Intelligent Systems: Proceedings / Vrček, Neven; Marcos Ortega, Luis de; Grd, Petra (ur.). Varaždin: Sveučilište u Zagrebu, Fakultet organizacije i informatike, 2023. str. 361-368
Grd, Petra; Barčić, Ena; Tomičić, Igor; Okreša Đurić, Bogdan Analysing the Impact of Gender Classification on Age Estimation // EICC '23: Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference. Stavanger, Norway: Association for Computing Machinery (ACM), 2023. str. 134-137. doi: 10.1145/3590777.3590813
Ferenčak, Matej; Grd, Petra; Tomičić, Igor The Impact of Image Processing on Perceptual Hash Values // MIPRO 2023 Proceedings. Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2023. str. 1235-1240
Babić, Filip; Grd, Petra; Tomičić, Igor; Barčić, Ena Deep Transfer Learning for Detecting Face Images with Moustache // 34th Central European Conference on Information and Intelligent Systems: Proceedings / Vrček, Neven; Marcos Ortega, Luis de; Grd, Petra (ur.). Varaždin: Sveučilište u Zagrebu, Fakultet organizacije i informatike, 2023. str. 301-307
Tomičić, Igor Social Engineering Aspects of email Phishing: An Overview and Taxonomy // MIPRO 2023 Proceedings. Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2023. str. 1391-1397
Barčić, Ena; Tomičić, Igor; Harjač, Mario A survey on face template protection methods // Central European Conference on Information and Intelligent Systems 2022: Proceedings of 33rd International Scientific Conference CECIIS / Vrček, Neven; Guàrdia, Lourdes; Grd, Petra (ur.). Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu, 2022. str. 341-348
Barčić, Ena; Grd, Petra; Tomičić, Igor; Okreša Đurić, Bogdan Age Estimation of Occluded Faces using EfficientNet-B3 CNN Model // EICC '22: Proceedings of the 2022 European Interdisciplinary Cybersecurity Conference. Association for Computing Machinery (ACM), 2022. str. 95-96. doi: 10.1145/3528580.3532992
Grd, Petra A Survey on Neural Networks for Face Age Estimation // 32nd Central European Conference on Information and Intelligent Systems: CECIIS 2021: Proceedings / Vrček, Neven; Ortega, Luis de Marcos; Grd, Petra (ur.). Varaždin: University of Zagreb, Faculty of Organization and Informatics Varaždin, 2021. str. 219-227
Tomičić, Igor; Peharda, Tomislav; Bernik, Andrija An Active Game Bot Detection with Security Bots // 32nd Central European Conference on Information and Intelligent Systems: CECIIS 2021: Proceedings / Vrček, Neven; Ortega, Luis de Marcos; Grd, Petra (ur.). Varaždin: University of Zagreb, Faculty of Organization and Informatics Varaždin, 2021. str. 25-31
Barčić, Ena; Grd, Petra A Survey on 3D Digital Facial Reconstruction Algorithms // 32nd Central European Conference on Information and Intelligent Systems: CECIIS 2021: Proceedings / Vrček, Neven; Ortega, Luis de Marcos; Grd, Petra (ur.). Varaždin: University of Zagreb, Faculty of Organization and Informatics Varaždin, 2021. str. 209-217
Cindori, Dominik; Tomičić, Igor; Grd, Petra Security Hardening of Facial Recognition Systems // Proceedings - 44th International Convention on Information, Communication and Electronic Technology. Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2021. str. 1176-1180
Kale, Nika; Grd, Petra; Tomičić, Igor Automatska usporedba tetovaža // Proceedings - 44th International Convention on Information, Communication and Electronic Technology. Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2021. str. 1274-1277
Marenčić, Filip; Stapić, Zlatko; Grd, Petra Attendance management system using face recognition and deep learning // INTED2021 Proceedings 15th International Technology, Education and Development Conference. International Academy of Technology, Education and Development (IATED), 2021. str. 2191-2201. doi: 10.21125/inted.2021.0473
Tomičić, Igor; Grd, Petra Towards the open ontology for IoT ecosystem’s security // MIPRO 2020 43rd International Convention Proceedings. Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2020. str. 1308-1313
Tomičić, Igor Sigurnosni aspekti rada od kuće // KOM 2020 - konferencija o elektroničkim komunikacijskim tehnologijama. Rijeka, 2020. str. 1-53
Tomičić, Igor; Grd, Petra; Schatten, Markus Reverse Engineering of the MMORPG Client Protocol // MIPRO 2019 42nd International Convention Proceedings. Opatija, 2019. str. 1289-1294
Tomičić, Igor; Grd, Petra; Bača, Miroslav A review of soft biometrics for IoT // MIPRO 2018. Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2018. str. 1285-1290
Grd, Petra; Tomičić, Igor; Bača, Miroslav Privacy improvement model for biometric person recognition in ambient intelligence using perceptual hashing // Proceedings of the Central European Cybersecurity Conference 2018. Ljubljana: The Association for Computing Machinery (ACM), 2018, 18, 6. doi: 10.1145/3277570.3277589
Grd, Petra; Tomičić, Igor; Bača, Miroslav Children privacy protection in video surveillance based on automatic age estimation // The Central European Cybersecurity Conference – CECC 2017. Maribor: Univerzitetna založba Univerze v Mariboru, 2017. str. 103-113
Grd, Petra; Bača, Miroslav Creating a Face Database for Age Estimation and Classification // MIPRO proceedings. 2016. str. 1371-1374
Bača, Miroslav; Ćosić, Jasmin; Grd, Petra Using DEMF in Process of Collecting Volatile Digital Evidence // Proceedings of the 39th International Convention MIPRO 2016. Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2016. str. 1442-1446
Rudeš, Hrvoje; Grd, Petra License Plate Detection for Preserving Privacy using Haar Classifiers // Central European Conference on Information and Intelligent Systems: CECIIS 2015: 26th International Conference Proceedings / Hunjak, Tihomir; Kirinić, Valentina; Konecki, Mario (ur.). Varaždin: University of Zagreb Faculty of organization and informatics, 2015. str. 153-157
Gregurec, Iva; Grd, Petra; Bernik, Igor Security Problems and Privacy Concerns in Internet Marketing // 2015 M-Sphere, Book of Papers. Zagreb: Accent Press, 2015. str. 319-324
Bača, Miroslav; Fotak, Tomislav; Grd, Petra Handwritten signature authentication using statistical measure of basic on-line signature characteristics // International Conference on Information Technologies and Information Society. Novo Mesto: FIS, 2013. str. 47-52
Grd, Petra Introduction to human age estimation using face images // Proceedings of the 8th International Doctoral Seminar, Dubrovnik, 2013. str. 87-94
Fotak, Tomislav; Grd, Petra; Bača Miroslav Trends in Hand Geometry Biometrics // Central European Conference on Information and Intelligent Systems 23rd International Conference. Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu, 2012. str. 319-324
Bača, Miroslav; Koruga, Petra; Fotak, Tomislav Building a framework for the development of biometric forensics // MIPRO 2012 Proceedings. Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2012. str. 1904-1906
Koruga, Petra; Bača, Miroslav; Fotak, Tomislav Knowledge Visualization in Biometric Face Recognition on Two-dimensional Images // Proceedings of the ITI 2012 34th International Conference on Information Technology Interfaces. Zagreb, 2012. str. 349-353
Bača, Miroslav; Koruga, Petra; Fotak, Tomislav Basic on-line handwriten signature features for personal biometric authentication // 34th international convention on information and communication technology, electronics and microelectronics. Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2011. str. 116-121
Koruga, Petra; Bača, Miroslav; Schatten, Markus Analysis of Craniofacial Morphology Changes during Aging and their Connection with Facial Age Estimation // Proceedings of the ITI 2011 33rd International Conference on INFORMATION TECHNOLOGY INTERFACES. Zagreb, 2011. str. 481-485
Koruga, Petra; Ševa, Jurica; Bača, Miroslav A Review of Face Recognition Algorithms and Their Application in Age Estimation // Central European Conference on Information and Intelligent Systems, 22nd International Conference. September 21st - 23rd, 2011, Varaždin, Croatia Conference Proceedings / Hunjak, Tihomir; Lovrenčić, Sandra; Tomičić, Igor (ur.). Varaždin: University of Zagreb, Faculty of Organization and Informatics Varaždin, 2011. str. 127-132
Fotak, Tomislav; Koruga, Petra; Bača, Miroslav On-line Handwritten Signature Identification: The Basics // Central European Conference on Information and Intelligent Systems, 22nd International Conference. September 21st - 23rd, 2011, Varaždin, Croatia Conference Proceedings / Hunjak, Tihomir; Lovrenčić, Sandra; Tomičić, Igor (ur.). Varaždin: University of Zagreb, Faculty of Organization and Informatics Varaždin, 2011. str. 139-145
Koruga, Petra; Ševa, Jurica; Bača Miroslav Application of Modified Anthropometric Model in Facial Age Estimation // Proceedings of the 53rd International Symposium ELMAR-2011. Zadar: Hrvatsko društvo Elektronika u pomorstvu (ELMAR), 2011. str. 17-20
Logozar, Robert; Koruga, Petra An Outlook to Security and Trust in Internet Communications // Central European Conference on Information and Intelligent Systems, 22nd International Conference. September 21st - 23rd, 2011, Varaždin, Croatia Conference Proceedings / Hunjak, Tihomir; Lovrenčić, Sandra; Tomičić, Igor (ur.). Varaždin: University of Zagreb, Faculty of Organization and Informatics Varaždin, 2011. str. 153-163
Koruga, Petra; Bača, Miroslav Analysis of B-tree data structure and its usage in computer forensics // 21st International Central European Conference on Information and Intelligent Systems: CECIIS 2010: Proceedings / Aurer, Boris; Bača, Miroslav; Schatten, Markus (ur.). Varaždin: University of Zagreb Faculty of organization and informatics, 2010. str. 423-428