Publications

Featured books

Detekcija upada mašinskim učenjem cover

Machine Learning in Intrusion Detection

(Detekcija upada mašinskim učenjem)

2015,
by Nemanja Maček,
monograph, in Serbian and English,
Andrejević endowment, Belgrade.

Sigurnost računarskih sistema i mreža cover

Computer Systems and Network Security

(Sigurnost računarskih sistema i mreža)

2007,
by Dragan Pleskonjić, Nemanja Maček, Borislav Đorđević and Marko Carić,
textbook, in Serbian,
Mikro Knjiga, Belgrade.

Operating systems – theory, practice and solved problems

Operativni sistemi – teorija, praksa i rešeni zadaci

2005,
by Borislav Đorđević, Dragan Pleskonjić and Nemanja Maček,
textbook, in Serbian,
Mikro Knjiga, Belgrade.

Featured research papers

2021

2020

2019

2018

  • B. Predić, G. Dimić, D. Rančić, P. Štrbac, N. Maček, P. Spalević (2018): “Improving Final Grade Prediction Accuracy in Blended Learning Environment Using Voting Ensembles“. Computer Applications in Engineering Education, Vol. 6, No. 6, pp. 2294-2306. [M22]
  • G. Dimić, B. Predić, D. Rančić, V. Petrović, N. Maček, P. Spalević (2018): “Association Analysis of Moodle e-Tests in Blended Learning Educational Environment“. Computer Applications in Engineering Education, Vol 26, No. 3, pp. 417-430. [M22]
  • N. Maček, I. Franc, M. Gnjatović, B. Trenkić, M. Bogdanoski, A. Aleksić (2018): “Biometric Cryptosystems – Approaches to Biometric Key-binding and Key-generation”.  In Proc. of the 10th International Conference on Business Information Security (BISEC 2018), Metropolitan University, Belgrade, October 2018, pp. 16-19.
  • N. Maček, I. Franc, M. Gnjatović, B. Trenkić, Z. Minchev, A. Aleksić (2018): “Security Evaluation of Cancelable Biometrics”. In Proc. of the 10th International Conference on Business Information Security (BISEC 2018), Metropolitan University, Belgrade, October 2018, pp. 51-53.
  • N. Maček, I. Franc, M. Gnjatović, B. Trenkić, M. Bogdanoski, A. Aleksić (2018): “Can Support Vectors Detect Exploits?” In Proc. of the 10th International Conference on Business Information Security (BISEC 2018), Metropolitan University, Belgrade, October 2018, pp. 32-25.
  • M. Gnjatović, J. Tasevski, B. Borovac, N. Maček (2018): “An Entropy-Based Approach to Automatic Detection of Critical Changes in Human-Machine Interaction”. In Proc. of the 9th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Budapest, Hungary, pp. 175-178.
  • P. Barca, B. Vujanić, N. Maček (2018): “Monitoring and Predicting Linux Server Performance With Linear Regression“.  In Sinteza 2018 International Scientific Conference on Information Technology and Data Related Research, Belgrade, Singidunum University, Serbia, 2018, pp. 68-73.

2017

  • N. Maček, M. Milosavljević, I. Franc, M. Bogdanoski, M. Gnjatović, B. Trenkić (2017): “Secure Modular Authentication Systems Based on Conventional XOR Biometrics“. In Proc. of the 9th International Conference on Business Information Security (BISEC2017), Metropolitan University, Belgrade, October 18th, 2017, pp. 27-32.
  • N. Maček, M. Milosavljević, I. Franc, Z. Minchev, M. Gnjatović, B. Trenkić (2017): “Secure Mobile Banking Biometric Authentication”. In Proc. of the 9th International Conference on Business Information Security (BISEC2017), Metropolitan University, Belgrade, October 18th, 2017, pp. 41-43.
  • M. Gnjatović, N. Maček, Z. Minchev (2017): “Methodological Pitfalls of Automatic Speech Recognition“. In Proc. of the 9th International Conference on Business Information Security (BISEC2017), Metropolitan University, Belgrade, October 18th, 2017, pp. 54-57.
  • I. Franc, N. Maček, M. Gnjatović, B. Trenkić, M. Bogdanoski, D. Đokić (2017): “Securing Machine Learning Classifiers with Input Hashing Re-Weight Strategy”. In Proc. of the 9th International Conference on Business Information Security (BISEC2017), Metropolitan University, Belgrade, October 18th, 2017, pp. 82-85.
  • S. Savić, M. Gnjatović, D. Mišković, J. Tasevski, N. Maček (2017): “Cognitively-Inspired Symbolic Framework for Knowledge Representation”. In Proc. of the 8th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2017), Debrecen, Hungary, September 11-14, 2017, pp. 315-320.
  • M. Gnjatović, D. Mišković, S. Savić, B. Borovac, N. Maček, B. Trenkić (2017): “A Novel Modular Architecture for Conversational Robotic Agents“. In Proc. of the 4th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2017, Kladovo, Serbia, June 5-8, 2017, pp. ROI2.4.1-4.
  • B. Vujanić, N. Maček, S. Adamović (2017): “An Implementation of Ransomware Malicious Software in Python“.  In Sinteza 2017 – International Scientific Conference on Information Technology and Data Related Research, Belgrade, Singidunum University, Serbia, 2017, pp. 19-24.

2016

  • K. Lalović, N. Maček, M. Milosavljević, M. Veinović, I. Franc, J. Lalović, I. Tot (2016): “Biometric Verification of Maternity and Identity Switch Prevention in Maternity Wards“. Acta Polytechnica Hungarica, Vol. 13, No. 5, pp. 65-81. [M23]
  • N. Maček, I. Franc, M. Bogdanoski, A. Mirković (2016): “Multimodal Biometric Authentication in IoT: Single Camera Case Study”. In Proc. of the 8th International Conference on Business Information Security (BISEC2016), Metropolitan University, Belgrade, October 15th, 2016, pp. 33-37.
  • I. Franc, N. Maček, M. Bogdanoski, A. Mirković, D. Đokić (2016): “Detecting Malicious Anomalies in IoT: Ensemble Learners and Incomplete Datasets”. In Proc. of the 8th  International Conference on Business Information Security (BISEC2016), Metropolitan University, Belgrade, October 15th, 2016, pp. 44-49.

2015

  • N. Maček, B. Đorđević, J. Gavrilović, K. Lalović (2015): “An Approach to Robust Biometric Key Generation System Design“. Acta Polytechnica Hungarica, Vol. 12, No. 8, pp. 43-60. [M23]
  • B. Đorđević, N. Maček, V. Timčenko (2015): “Performance Issues in Cloud Computing: KVM Hypervisor’s Cache Modes Evaluation“. Acta Polytechnica Hungarica, Vol. 12, No. 4, pp. 147-165. [M23]
  • K. Lalović, M. Milosavljević, I. Tot, N. Maček (2015): “Device for Biometric Verification of Maternity”. Serbian Journal of Electrical Engineering, Vol. 12, No. 3, pp. 293-302.
  • S. Abuguba, M. Milosavljević, N. Maček (2015): “An Efficient Approach to Generating Cryptographic Keys from Face and Iris Biometrics Fused at the Feature Level”. International Journal of Computer Science and Network Security, Vol. 15, No. 6, pp. 6-11.

2014