IPDSS Staff

Iliyan Barzev

Office address:
"Acad. G. Bonchev" St., bl. 2, Sofia - 1113, Bulgaria
E-mail: iliyan.barzev@iict.bas.bg

Scientific area

Languages

     Bulgarian, English

Education

Selected Papers

1. Barzev, I., Borissova, D. Performance analysis of LSTM, SVM, CNN and CNN-LSTM algorithms for malware detection in IoT dataset. WSEAS TRANSACTIONS on COMPUTER RESEARCH, vol. 13, 288-296, 2025, http://dx.doi.org/10.37394/232018.2025.13.27.
2. Barzev, I., Borissova, D.: An improved static analysis approach for malware detection by optimizing feature extraction combining different ML algorithms. In: Bennour, A., Bouridane, A., Almaadeed, S., Bouaziz, B., Edirisinghe, E. (eds) Intelligent Systems and Pattern Recognition. ISPR 2024. Communications in Computer and Information Science, vol. 2304, pp. 102–115, 2025, Springer, Cham. https://doi.org/10.1007/978-3-031-82153-0_8.
3. Barzev, I., Borissova, D., Buhtiyarov, N.: Comparison of different binary classification algorithms for malware detection. In: Rocha, Á., Ferrás, C., Hochstetter Diez, J., Diéguez Rebolledo, M. (eds) Information Technology and Systems. ICITS 2024. Lecture Notes in Networks and Systems, vol. 932, pp. 369–378, 2024, Springer, Cham. https://doi.org/10.1007/978-3-031-54235-0_33.
4. Borissova, D., Barzev, I., Yoshinov, R., Kotseva, M.: Group decision-making models for selection of virtual machine software for malware detection purposes. In: Proc. of 12th Mediterranean Conference on Embedded Computing (MECO), Budva, Montenegro, 2023, https://doi.org/10.1109/MECO58584.2023.10155084.

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