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. 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. 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]

Научни рад на међународној конференцији

  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 (to appear). "An Entropy Minimization Approach to Dialogue Segmentation". In Proc. of the 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom).

  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]

Књига

  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.

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