Expertin

DIin Dr.in Branka Stojanovic

• IcETRAN 2018 Best Section Paper Award for paper - Pavlović M., Stojanović, B., Petrović, R. and Stanković S., 2018, June. Facial expression and lighting conditions influence on face recognition performance.
• IcETRAN 2017 Best Section Paper Award for paper - Stojanović, B., Lukić V., Milićević S. and Stanković S., 2017, June. Maritime surveillance image enhancement: a comparison and improvement of dehazing techniques.

BOOKS

1. Stojanović, B., Marques, O. and Nešković, A., 2019. Segmentation and Separation of Overlapped Latent Fingerprints: Algorithms, Techniques and Datasets. Springer Briefs in Computer Science, ISBN 978-3-030-23363-1.

BOOK CHAPTERS

1. Stojanović, B., Hofer-Schmitz, K., Nahrgang, K., Vallant, H. and Derler, C., 2021. Formal Modeling : A Step Forward to Cyber ​​Secure Connected Car Systems. In Towards Connected and Autonomous Vehicle Highways (pp. 131-167). Springer, Cham.

JOURNALS

1. Vallant, H., Stojanović, B., Božić, J. and Hofer-Schmitz, K., 2021. Threat Modeling and Beyond-Novel Approaches to Cyber ​​Secure the Smart Energy System. Applied Sciences, 11(11), p.5149.
2. Hofer-Schmitz, K., Kleb, U. and Stojanović, B., 2021. The Influences of Feature Sets on the Detection of Advanced Persistent Threats. Electronics, 10(6), p.704.
3. B. Stojanović, J. Božić, K. Hofer-Schmitz, K. Nahrgang, A. Weber, A. Badii, M. Sundaram, E. Jordan and J. Runevic, 2021. Follow the trail: machine learning for fraud detection in fintech applications. Sensors, 21(5), p.1594.
4. Stojanović, B., Hofer-Schmitz, K. and Kleb, U., 2020. APT datasets and attack modeling for automated detection methods: A review. Computers & Security, 92, p.101734.
5. Hofer-Schmitz, K. and Stojanović, B., 2020. Towards Formal Verification of IoT Protocols: A Review. Computer Networks, p.107233.
6. Stojanović, B., Marques, O. and Nešković, A., 2018. Deep learning-based approach to latent overlapped fingerprints mask segmentation. IET Image Processing, 12(11), pp.1934-1942.
7. Stojanović, B., Milićević, S. and Stanković, S., 2018. Improved Dehazing Techniques for Maritime Surveillance Image Enhancement. Serbian Journal of Electrical Engineering, 15(1).
8. Stojanović, B., Nešković, A. and Marques, O., 2017. A novel neural network based approach to latent overlapped fingerprints separation. Multimedia Tools and Applications, 76(10), pp.12775-12799.
9. Stojanović, B., Marques, O. and Nešković, A., 2017. Latent overlapped fingerprint separation: a review. Multimedia Tools and Applications, 76(15), pp.16263-16290.    

INTERNATIONAL CONFERENCES

1. Neuschmied, H., Winter, M., Hofer-Schmitz, K., Stojanovic, B. and Kleb, U., 2021, February. Two Stage Anomaly Detection for Network Intrusion Detection. In ICISSP (pp. 450-457).
2. Krivokuća, S., Stojanović, B., Hofer-Schmitz, K., Nešković, N. and Nešković, A., 2020, November. Smart Water Distribution System Communication Architecture Risk Analysis Using Formal Methods. In 2020 28th Telecommunications Forum (TELFOR) (pp. 1-4). IEEE.
3. Ankele, R., Nahrgang, K., Stojanović, B. and Badii, A., 2020. Cyber-Attack Taxonomy of Distributed Ledger- and Legacy Systems-based Financial Infrastructures. Pre-print.
4. Stojanović, B. and Hofer-Schmitz, K., 2019, November. Formal Methods for Connected Vehicle Protocols. In 2019 27th Telecommunications Forum (TELFOR) (pp. 1-4). IEEE.
5. Hofer-Schmitz, K. and Stojanović, B., 2019, November. Towards Formal Methods of IoT Application Layer Protocols. In 2019 12th CMI Conference on Cybersecurity and Privacy (CMI) (pp. 1-6). IEEE.
6. Pavlović M., Stojanović B., Vlahović N. and Stanković S., Comparison of Feature Descriptors for Visible and Thermal Face Recognition, Proc. of 18th International Symposium INFOTEH-JAHORINA, 20 - 22 March 2019.
7. Petrović, R., Stojanović, B., Pavlović, M., Puzović, S., Stanković, S., Thermal Imagery Noise Influence on Face Recognition Performance, Proc. of 18th International Symposium INFOTEH-JAHORINA, 20 - 22 March 2019.
8. Stojanović, B., Marques, O. and Nešković, A., 2018, November. Machine Learning Based Overlapped Latent Fingerprints Segmentation and Separation. In Telecommunications Forum (TELFOR), 2018 26th (pp. 1-8). IEEE.
9. Stojanović, B., Puzović, S., Vlahović, N., Petrović, R. and Stanković S., 2018, November. Real-Time Multi-Sensor Infrared Imagery Enhancement. In Symposium on Neural Networks and Applications (NEUREL), 2018 14th.
10. Pavlović M., Stojanović, B., Petrović, R. and Stanković S., 2018, November. Fusion of Visual and Thermal Imagery for Illumination Invariant Face Recognition System. In Symposium on Neural Networks and Applications (NEUREL), 2018 14th.     
11. Knežević, K., Mandić, E., Petrović, R. and Stojanović, B., 2018, November. Blur and Motion Blur Influence on Face Recognition Performance. In Symposium on Neural Networks and Applications (NEUREL), 2018 14th.
12. Vlahović N., Stojanović, B., Stanković S. and Obaid Al Ali K., 2018, October. Dehazing Algorithms Influence on Video Stabilization Performance. In International Scientific Conference on Defensive Technologies (OTEH), 2018 8th.
13. Vlahović N., Stojanović, M., Tomić, Lj., Mišković, K., Stojanović, B. and Kovačević, A., 2018, October. Thermal Image Noise Reduction Post-Processing Techniques. In International Scientific Conference on Defensive Technologies (OTEH), 2018 8th.
14. Pavlović M., Stojanović, B., Petrović, R. and Stanković S., 2018, June. Facial expression and lighting conditions influence on face recognition performance. In International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2018 5th.
15. Petrović R., Stojanović, B., Pavlović M and Stanković S., 2018, June. Thermal-to-Visible Face Recognition for Illumination Invariant Systems. In International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2018 5th.
16. Nerandžić M., Trifunović S., Petrović R., Stojanović, B. and Perić M., 2018, June.  Educational platform for VoIP communication legal eavesdropping. In International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2018 5th.
17. Stojanovic, B., Marques, O. and Neskovic, A., 2017, November. A novel synthetic dataset for research in overlapped fingerprint separation. In Image Processing Theory, Tools and Applications (IPTA), 2017 Seventh International Conference on (pp. 1-5). IEEE.
18. Stojanović, B., Lukić, V., Milićević, S. and Stanković, S., 2017, June. Maritime Surveillance Image Enhancement: A Comparison and Improvement of Dehazing Techniques. In International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2017 4th (pp. 1-5).
19. Stojanović, B., Marques, O., Nešković, A. and Puzović, S., 2016, November. Fingerprint ROI segmentation based on deep learning. In Telecommunications Forum (TELFOR), 2016 24th (pp. 1-4). IEEE.
20. Stojanović, B., Nešković, A. and Marques, O., 2015, November. Fingerprint ROI segmentation using Fourier coefficients and neural networks. In Telecommunications Forum Telfor (TELFOR), 2015 23rd (pp. 484-487). IEEE.
21. Stojanović, B., Nešković, A., Popović, Z. and Lukić, V., 2014, November. ANN based fingerprint image ROI segmentation. In Telecommunications Forum Telfor (TELFOR), 2014 22nd (pp. 505-508). IEEE.
22. Puzović, S., Milićević, S., Bozilović, B. and Stojanović, B., 2013, November. Implementation of Lavia-Manning algorithm for network topology design. In Telecommunications Forum (TELFOR), 2013 21st (pp. 101-104). IEEE.

NATIONAL CONFERENCES

1. Stojanović, B. and Neskovic, A., 2012, November. Impact of PCA based fingerprint compression on matching performance. In Telecommunications Forum (TELFOR), 2012 20th (pp. 693-696). IEEE.
2. Tešanović, B., 2011, March. Digital Identity. In Infoteh-Jahorina, 2011 Vol. 10, Ref. E-III-2, (pp. 593-595).
3. Valjarević, A., Božilović, B. and Tešanović, B., 2010, June. Automated Fingerprint Identification Systems – Basics And Architecture. In  Conference on Electrical, Electronic and Computing Engineering (ETRAN), 2010 54th (pp. 1-4).
4. Tešanović, B., Božilović, B. and Valjarević, A., 2010, June. Network Security Provided by PKI Based VPN Technology. In  Conference on Electrical, Electronic and Computing Engineering (ETRAN), 2010 54th (pp. 1-4).