Boštjan Brumen

Research areas

• security
  • password and user interface security
• privacy
• machine learning
  • decision trees

Selected publications

•  TANESKI, Viktor, HERIČKO, Marjan, BRUMEN, Boštjan. Systematic overview of password security problems. Acta polytechnica Hungarica. 2019, vol. 16, no. 3, str. 143-165. ISSN 1785-8860. http://www.uni-obuda.hu/journal/Taneski_Hericko_Brumen_90.pdf.
• BRUMEN, Boštjan. Security analysis of game changer password system. International journal of human-computer studies. [Print ed.]. June 2019, vol. 126, str. 44-52. ISSN 1071-5819. https://dx.doi.org/10.1016/j.ijhcs.2019.01.004.
• BOŠNJAK, Leon, BRUMEN, Boštjan. Shoulder surfing: from an experimental study to a comparative framework. International journal of human-computer studies. [Print ed.]. Oct. 2019, vol. 130, str. 1-20. ISSN 1071-5819. https://dx.doi.org/10.1016/j.ijhcs.2019.04.003.
• BOŠNJAK, Leon, BRUMEN, Boštjan. Rejecting the death of passwords: advice for the future. Computer science and information systems. [Print ed.]. jan. 2019, vol. 16, iss. 1, str. 313-332. ISSN 1820-0214. https://dx.doi.org/10.2298/CSIS180328016B.
• TURKANOVIĆ, Muhamed, BRUMEN, Boštjan, HÖLBL, Marko. A novel user authentication and key agreement scheme for heterogeneous ad-hoc wireless sensor networks, based on the Internet of Things notion. Ad hoc networks. 2014, vol. 20, str. 96-112. ISSN 1570-8705. https://dx.doi.org/10.1016/j.adhoc.2014.03.009.
• BRUMEN, Boštjan, ROZMAN, Ivan, HERIČKO, Marjan, ČERNEZEL, Aleš, HÖLBL, Marko. Best-fit learning curve model for the C4.5 algorithm. Informatica. 2012, vol. 25, no. 3, str. 385-399. ISSN 0868-4952.
• BRUMEN, Boštjan, HERIČKO, Marjan, ROZMAN, Ivan, HÖLBL, Marko, et al. Security analysis and improvements to the psychopass method. Journal of medical internet research : JMIR. 2013, vol. 15, iss. 8, str. 1-7. ISSN 1438-8871. https://dx.doi.org/10.2196/jmir.2366.
• BRUMEN, Boštjan, HERIČKO, Marjan, SEVČNIKAR, Andrej, ZAVRŠNIK, Jernej, HÖLBL, Marko. Outsourcing medical data analyses : can technology overcome legal, privacy and confidentiality issues?. Journal of medical internet research : JMIR. 2013, vol. 15, iss. 12, str. 1-18. ISSN 1438-8871. https://dx.doi.org/10.2196/jmir.2471.
• BRUMEN, Boštjan, HÖLBL, Marko, HAREJ, Katja, WELZER-DRUŽOVEC, Tatjana, HERIČKO, Marjan, JURIČ, Matjaž B., JAAKKOLA, Hannu. Learning process termination criteria. Informatica. 2012, vol. 23, no. 4, str. 521-536. ISSN 0868-4952.
• HÖLBL, Marko, WELZER-DRUŽOVEC, Tatjana, BRUMEN, Boštjan. An improved two-party identity-based authenticated key agreement protocol using pairings. Journal of computer and system sciences. Jan. 2012, vol. 78, iss. 1, str. 142-150. ISSN 0022-0000. https://dx.doi.org/10.1016/j.jcss.2011.01.002.
• BRUMEN, Boštjan, VOLAVC, Franc. Comparison of open source NoSQL solutions using utility function. V: DAHANAYAKE, Ajantha (ur.), et al. Information modelling and knowledge bases XXXI. Amsterdam [etc.]: IOS Press, cop. 2020. Str. 116-140. Frontiers in artificial intelligence and applications, Vol. 321. ISBN 978-1-64368-044-6, ISBN 978-1-64368-045-3. ISSN 0922-6389. https://dx.doi.org/10.3233/FAIA200011.
• BRUMEN, Boštjan, KOVAČIĆ, Goran. Modeling of a data warehiouse based on ETL process performance. V: SORNLERTLAMVANICH, Virach (ur.), et al. Information modelling and knowledge bases XXIX. Amsterdam [etc.]: IOS Press, cop. 2018. Str. 35-51. Frontiers in artificial intelligence and applications, Vol. 301. ISBN 978-1-61499-833-4, ISBN 978-1-61499-834-1. ISSN 0922-6389.
• BRUMEN, Boštjan, ROZMAN, Ivan, ČERNEZEL, Aleš. Laws describing artificial learning. V: JAAKKOLA, Hannu (ur.), et al. Information modelling and knowledge bases XXVIII. Amsterdam [etc.]: IOS Press, cop. 2017. Str. 274-282. Frontiers in artificial intelligence and applications, Vol. 292. ISBN 978-1-61499-719-1, ISBN 978-1-61499-720-7. ISSN 0922-6389.
• BRUMEN, Boštjan, ROZMAN, Ivan, ČERNEZEL, Aleš. Artificial classification models and real data. V: WELZER-DRUŽOVEC, Tatjana (ur.), et al. Information modelling and knowledge bases XXVII. Amsterdam; Berlin; Washington (DC): IOS Press, cop. 2016. Str. 207- 219. Frontiers in artificial intelligence and applications, vol. 280. ISBN 978-1-61499-610-1, ISBN 978-1-61499-611-8. ISSN 0922-6389.
• BRUMEN, Boštjan, ROZMAN, Ivan, ČERNEZEL, Aleš. Modeling of classification error rate based on neural networks learners. V: THALHEIM, Bernhard (ur.), et al. Information modelling and knowledge bases XXVI. Amsterdam [etc.]: Ios Press, cop. 2014. Str. 41-52. Frontiers in artificial intelligence and applications, Vol. 272. ISBN 978-1-61499-471-8, ISBN 978-1-61499-472-5. ISSN 0922-6389. https://dx.doi.org/10.3233/978-1-61499-472-5-41.
• ČERNEZEL, Aleš, ROZMAN, Ivan, BRUMEN, Boštjan. Comparison between three cross-validation measuring learnersʼ performances. V: THALHEIM, Bernhard (ur.), et al. Information modelling and knowledge bases XXVI. Amsterdam [etc.]: Ios Press, cop. 2014. Str. 77-87. Frontiers in artificial intelligence and applications, Vol. 272. ISBN 978-1-61499-471-8, ISBN 978-1-61499-472-5. ISSN 0922-6389.
• BRUMEN, Boštjan. Assessment of classification algorithms in artificial intelligence. Saarbrücken: LAP Lambert Academic Publishing, cop. 2014. X, 152 str., ilustr. ISBN 978-3-659-56251-8. [COBISS.SI-ID 18160918]

CV

• Associate professor (Informatics), University of Maribor, Faculty of Electrical Engineering and computer science, since 2014
• Assistant professor (Tourism), University of Maribor, Faculty of Tourism, since 2019
• Assistant professor (Informatics), University of Maribor, Faculty of Electrical Engineering and computer science, since 2004
• Phd in computer science, 2004
• BSc in computer Science, 1996

Conferences

• 2002, member of organizing committee, JCKBSE
• 2001, member of organizing committee, EJC
• 1999, member of organizing committee, ADBIS

Teaching

Courses

• Advanced data security (2nd year master studies)

• Information security (doctoral studies)

Visiting

• Visiting professor, Jan-Apr 2020
  Cochin University of Science And Technology, Kochi, India
• Visiting researcher, Jun-Sep 2013
  Tampere University of Technology, Pori Unit, Pori, Finland
• Erasmus exchange, Nov 1999 – Jul 2000
  Tampere University of Tedchnology, Pori Unit, Pori, Finland
  Student Erasmus exchange in postgraduate studies

List of publications

• For the full list of publications click: COBISS.