Spinner

Документ се учитава

ВИШЕР

Висока школа електротехнике и рачунарства струковних студија

Београд

Немања Мачек

Образовање

  • Докторске студије: Универзитет Сингидунум, Факултет за информатику и рачунарство, Напредни системи заштите [2009-2013]
  • Мастер академске студије: Универзитет у Новом Саду, Информатика [2003-2006]

Биографија

Рођен 1975. године у Зајечару. Докторску дисертацију одбранио је у децембру 2013. године, на Факултету за информатику и рачунарство Универзитета Сингидунум у Београду, на студијском програму напредни системи заштите, ментор проф. др Милан Милосављевић. Тренутно је запослен као предавач на Високој школи електротехнике и рачунарства у Београду и као консултант за информациону сигурност у компанији SECIT Security Consulting. Један од подпредседника OpenLink групе. Рецензент је у неколико часописа категорије М20, на међународним конференцијама (М30) и релевантним поглављима у књигама. Објавио је већи број научних библиографских јединица (в. попис одабраних). Научно-истраживачки рад обухвата примену машинског учења, препознавања облика и обраде природних језика у информационој сигурности, као и биометријске и крипто-биометријске системе, криптологију и теоријско-информациони приступ развоју заштитних механизама.

Референце

Научни рад у међународном часопису

  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. 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]

  6. 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]

  7. 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]

  8. 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]

  9. 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]

  10. 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]

  11. 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]

  12. 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]

  13. 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]

  14. 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]

  15. 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]

  16. 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]

  17. 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]

Научни рад на међународној конференцији

  1. 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]

  2. 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]

  3. 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]

  4. 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]

  5. 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]

  6. 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]

  7. 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]

  8. 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]

  9. 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]

  10. 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]

  11. 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]

  12. 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]

  13. 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]

  14. 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]

  15. 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]

  16. 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]

Књига

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

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

др Немања Мачек слика

др Немања Мачек

Kабинет: 511

Eлектронска пошта: nemanja.macek@viser.edu.rs

Консултације
  • Понедељак: путем е-поште
  • Уторак: путем е-поште
  • Среда: путем е-поште
  • Четвртак: путем е-поште
  • Петак: путем е-поште
Предмети
© 2019 Висока школа електротехнике и рачунарства струковних студија, Београд
Војводе Степе 283, office@viser.edu.rs, +381 11 2471 099