Spinner

Dokument se učitava

VIŠER

School of Electrical and Computer Engineering of Applied Studies

Belgrade

Nemanja Maček

Obrazovanje

  • Doktorske studije: Univerzitet Singidunum, Fakultet za informatiku i računarstvo, Napredni sistemi zaštite [2009-2013]
  • Master akademske studije: Univerzitet u Novom Sadu, Informatika [2003-2006]

Biografija

Rođen 1975. godine u Zaječaru. Doktorsku disertaciju odbranio je u decembru 2013. godine, na Fakultetu za informatiku i računarstvo Univerziteta Singidunum u Beogradu, na studijskom programu napredni sistemi zaštite, mentor prof. dr Milan Milosavljević. Trenutno je zaposlen kao predavač na Visokoj školi elektrotehnike i računarstva u Beogradu i kao konsultant za informacionu sigurnost u kompaniji SECIT Security Consulting. Recenzent je u nekoliko časopisa kategorije M20, na međunarodnim konferencijama (M30) i relevantnim poglavljima u knjigama. Objavio je veći broj naučnih bibliografskih jedinica (v. popis odabranih). Naučno-istraživački rad obuhvata primenu mašinskog učenja, prepoznavanja oblika i obrade prirodnih jezika u informacionoj sigurnosti, kao i biometrijske i kripto-biometrijske sisteme, kriptologiju i teorijsko-informacioni pristup razvoju zaštitnih mehanizama.

Reference

Naučni rad u međunarodnom časopisu

  1. S. Adamović, V. Miškovic, N. Maček, M. Milosavljević, M. Šarac, M. Saračević, M. Gnjatović (2020): "An Efficient Novel Approach for Iris Recognition Based on Stylometric Features and Machine Learning Techniques". Future Generation Computer Systems, Vol. 107, pp. 144-157. Available online, February 4, 2020. [M21a]

  2. M. Gnjatović, N. Maček, S. Adamović (2020): "Putting Humans Back in the Loop: A Study in Human-Machine Cooperative Learning". Acta Polytechnica Hungarica, Vol. 17, No. 2, pp. 191-210. [M22]

  3. M. Saračević, S. Adamović, N. Maček, S. Aybeyan, S. Pepić (2020): "Source and Channel Models for Secret-key Agreement Based on Catalan Numbers and the Lattice Path Combinatorial Approach". Journal of Information Science and Engineering. In Press. [M23]

  4. M. Saračević, S. Adamović, N. Maček, M. Elhoseny, S. Sarhan (2020): “Cryptographic Keys Exchange Model for Smart City Applications”. IET Intelligent Transport Systems. In Press. [M22]

  5. M. Saračević, S. Adamović, V. Miškovic, M. Elhoseny, N. Maček, M. M. Selim, K. Shankar (2020): "Data Encryption for Internet of Things Applications Based on Catalan Objects and Two Combinatorial Structures". IEEE Transactions on Reliability. In Press. [M21]

  6. S. Savić, M. Gnjatović, D. Stefanović, B. Lalić, N. Maček (2019): "Automatic Domain Modelling for Human-Robot Interaction". Intelligent Service Robotics, Vol. 13, Issue 1, pp. 99-111. First Online: 03 December 2019. [M23]

  7. M. Saračević, S. Adamović, V. Miškovic, N. Maček, M. Šarac (2019): "A novel approach to steganography based on the properties of Catalan numbers and Dyck words". Future Generation Computer Systems, vol 100, pp. 186-197. Available online, May 16, 2019. [M21a]

  8. N. Maček, S. Adamović, M. Milosavljević, M. Jovanović, M. Gnjatović, B. Trenkić (2019): "Mobile Banking Authentication Based on Cryptographically Secured Iris Biometrics". Acta Polytechnica Hungarica, Vol. 16, No. 1, pp. 45-62. [M22]

  9. G. Dimić, D. Rančić, N. Maček, P. Spalević, V. Drasute (2019): "Improving the Prediction Accuracy in Blended Learning Environment using Synthetic Minority Oversampling Technique". Information Discovery and Delivery, Vol. 47, No. 2, pp. 76-83. [M23]

  10. 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]

  11. 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]

  12. 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]

  13. 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]

  14. 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]

  15. 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. [ESCI]

  16. 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. [M24]

  17. N. Maček, M. Milosavljević (2014): "Reducing U2R and R2L Category False Negative Rates with Support Vector Machines". Serbian Journal of Electrical Engineering, Vol. 11, No. 1, pp. 175-188. [M24]

  18. N. Maček, B. Đorđević, V. Timčenko, M. Bojović, M. Milosavljević (2014): "Improving Intrusion Detection with Adaptive Support Vector Machines". Elektronika ir elektrotechnika, Vol. 20, No. 7, pp. 57-60. [M23]

Naučni rad na međunarodnoj konferenciji

  1. M. Gnjatović, V. Nikolić, D. Joksimović, N. Maček, N. Budimirović (to appear). "An approach to human activity clustering using inertial measurement data". In Proc. of the Archibald Reiss Days 2020.

  2. M. Gnjatović, N. Maček (2020). "An Entropy Minimization Approach to Dialogue Segmentation". In Proc. of the 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), September 23-25, 2020, Online on MaxWhere 3D Web, pp. 27-32. [M33]

  3. M. Gnjatović, N. Maček, S. Adamović (2019): "A Non-Connectionist Two-Stage Approach to Digit Recognition in the Presence of Noise". In Proc. of the 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Naples, Italy. In press. [M33]

  4. 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. [M34]

  5. 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. [M34]

  6. 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. [M34]

  7. 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. [M33]

  8. 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. [M33]

  9. 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. [M33]

  10. 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. [M33]

  11. 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. [M34]

  12. 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. [M34]

  13. 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. [M34]

  14. 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. [M33]

  15. 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. [M33]

  16. 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. [M33]

  17. 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. [M33]

  18. B. Đorđević, V. Timčenko, N. Maček (2014): "Issues in Cloud Computing: Performance Evaluation of Type-1 Hypervisors". In proc. of the 18th International Conference ELECTRONICS 2014, June 16-18, Palanga, Lithuania, pp. 55-58. [M33]

Knjiga

  1. Poglavlje u knjizi: N. Vukobrat, S. Adamović, N. Maček, M. Saračević, M. Gnjatović (to appear). "Cryptanalysis and Security Evaluation Using Artificial Neural Networks". In Integration of WSNs into Internet of Things: A Security Perspective, Series: Internet of Everything’s (IoE): Security and Privacy Paradigm, CRC Press, Taylor & Francis Group, USA. [M14]

  2. D. Pleskonjić, N. Maček, B. Đorđević, M. Carić (2007): "Sigurnost računarskih sistema i mreža". Mikro knjiga, Beograd.

  3. B. Đorđević, D. Pleskonjić, N. Maček (2005): "Operativni sistemi: teorija, praksa i rešeni zadaci". Mikro knjiga, Beograd.

PhD Nemanja Maček slika

PhD Nemanja Maček

Kabinet: 511

Elektronska pošta: nemanja.macek@viser.edu.rs

Konsultacije
  • Ponedeljak: putem e-pošte
  • Utorak: putem e-pošte
  • Sreda: putem e-pošte
  • Četvrtak: putem e-pošte
  • Petak: putem e-pošte
Predmeti