Prof. Dr. Md. Saiful Islam

অধ্যাপক ড: মো: সাইফুল ইসলাম

Professor

Research Interest

Software Engineering, Database, Optical Communications

Education

• Ph.D., Bangladesh University of Engineering and Technology (BUET)
• M. Sc. Engg.(CSE), Shanghai University, China
• B. Sc. Engg.(EEE), Bangladesh University of Engineering and Technology (BUET)

Selected Publications

Journal Publications

• Hossain, M. S., Hossain, M. A., and Islam, M. S., I‑MPaFS: enhancing EDoS attack detection in cloud computing through a data‑driven approach. Journal of Cloud Computing: Advances, Systems and Applications, vol. 14, no. 151, Oct 2024.
• Sultana, N., and Islam, M. S., Comparative investigation of group-velocity dispersion with nonlinear phase modulation in fiber optic WDM transmission. International Journal of Information Technology, Aug 2024.
• Hossain, M. A. and Islam, M. S., Enhancing DDoS attack detection with hybrid feature selection and ensemble-based classifier: A promising solution for robust cybersecurity. Measurement: Sensors, Apr 2024.
• Hossain, M. A. and Islam, M. S., Enhanced detection of obfuscated malware in memory dumps: a machine learning approach for advance cybersecurity.. Open Access, doi: 10.1016/j.measen.2024.101037, Jan 2024.
• Sultna, N., Islam, M. S., Analysis of performance limits in optical communications due to fibernonlinearity and third order dispersion. Discover Electronics, Dec 2023.
• Hossain, M. A. and Islam, M. S., Ensuring network security with a robust intrusion detection system using ensemble-based machine learning. Array, ELSEVIER, Sep 2023.
• N. R. Bhowmik, M. Arifuzzaman, M. R. H. Mondal, M. S. Islam, Bangla Text Sentiment Analysis Using Supervised Machine Learning with Extended Lexicon Dictionary. Natural Language Processing Research, Atlantic Press, France, vol. 1, no 3-4, pp. 34 – 45, Mar. 2021, Mar 2021.
• Hasan, M. M. and Islam, M. S., Distributed denial of service attack detection in cloud computing using machine learning. BCS journal of Computer and Information Technology, vol.2, 2020, ISSN: 2664-4592 (print), 2664-4606 (online), Jun 2020.
• Rahman, J., Islam, M. Z., Lambert, W. L., Islam, M. S. and Alam, M. S., A low latency MAC protocol for underwater sensor networks considering bi‑directional communication in multi‑hop and multi‑flow scenarios. S N Applied Sciences – A Springer Nature Journal, pp. 556-565, Jun 2019.
• Tithi, F. H., Islam, M. S., and Tanna, T. A., Analysis and Suppression of SBS Effect Using Self-Phase and Cross-Phase Modulation. Journal of Optical Communications, vol. 22. no. 3, pp. 66-70, Nov 2015.
• Khatun, M. R., Islam, M. S., and Rashid, A. N. M. B., , Analysis of Dual Core Hexagonal PCF Based Polarization Beam Splitter. Computer Engineering and Intelligent Systems (www.iiste.org), vo.l 3, no.3, pp. 1-9, May 2012.
• Mahiuddin, M. and Islam, M. S., Performance limitations in fiber Bragg grating based opticaladd-drop multiplexer due to crosstalk. Accepted for publication in Journal of Networks, Academy Publishers,vol. 7, no 3, pp. 450-455, Mar 2012.
• Islam, M. S. and Majumder, S. P., Effects of polarization mode dispersion on cross-phase modulation in a WDM optical transmission system. OPTIK, International Journal for Light and Electron Optics, Elsevier, Germany; Vol. 122, no.1, Pp.24–28, Dec 2011.
• Sabuj, S. R. and Islam, M. S., Reduction of ICI effect in MIMO-OFDM system using self-cancellation. Journal of Telecommunications, vol. 10, no. 1, pp. 26-32, Aug 2011.
• Rahman, M. Z., Islam, M. S., Rahman, T., and Islam, S. M. A., Effect of chromatic dispersion on four-wave mixing in WDM optical transmission system. International Journal on Internet and Distributed Computing Systems (IJIDCS), vol. 1 no: 2, pp. 62-67, Jan 2011.
• Islam, M. S., Islam, M. S., and Uddin, M. S., Analysis of odd order distortion in Mach-Zehnder modulator for CATV system. ULAB Journal of Science and Engineering, University of Liberal Arts Bangladesh, vol. 1, no. 1, ISSN: 2079-4398,pp. 1-5, Nov 2010.
• Islam, M. S. and Majumder, S. P. , Performance of a chirped Bragg grating based first order PMD compensator in WDM optical transmission system. Asian Journal of Information Technology, Medwell Journals, vol. 9, Issue: 3,pp. 133-139, Jul 2010.
• Islam, M. S. and Majumder, S. P., Performance of line codes in optical direct detection continuous phase frequency shift keying transmission system impaired by polarization mode dispersion. Journal of Modern Optics, vol. 55, no. 18, pp. 3001-3011, Oct 2008.
• Islam, M. S. and Majumder, S. P., Performance Limitations of Optical Cross Connect Without Wavelength Converter due to Crosstalk. Journal of Optical Communications, vol. 29, no.2, pp. 71-75, Jan 2008.
• Islam, M. S. and Majumder, S. P., Performance limitations of an optical heterodyne continuous-phase frequency-shift keying transmission system affected by polarization mode dispersion in a single-mode fiber. Optical Engineering, vol. 46, no. 46, pp. 065008-1 - 065008-6, Jun 2007.
• Islam, M. S. and Majumder, S. P., Impact of Polarization Mode Dispersion on CPFSK Transmission Systems using MZI Based Direct Detection Receiver. Journal of Optical Communications, vol. 28, no. 1, pp. 46-51, Jan 2007.

Conference Publications

• Md. Alamgir Hossain, Md Delwar Hossain, Md. Sharafat Hossain, Md. Saiful Islam, Md. Mahbubur Rahman, and Hossen A Mustafa, Enhancing Marine Radar Security Through Semi-Supervised Learning: A Self-Training Approach. In the Proceedings of the 2nd International Conference on Information and Communication Technology (ICICT), October 2024., Oct 2024.
• Md. Ibrahim Khalil and Md. Saiful Islam, Optical Properties Prediction of Negative Dispersion-Compensating Photonic Crystal Fiber Using Machine Learning. In the Proceedings of the 12th International Conference on Electrical and Computer Engineering (ICECE 2022), Dec 2022.
• K. Fatima and M. S. Islam., Performance limitations of optical transmission system due to the combined effects of chirping, GVD and SPM. International Conference on Electrical Engineering and Information Technology (ICEEICT 2016), Dhaka, Bangladesh, Sep 2016.
• Md. Hayder Ali and M. S. Islam., GPON Triple play and SDH connectivity structure with cost analysis. In the Proceedings of the 1st International Conference on Advanced Information and Communication Technology 2016 (ICAICT 2016), Chittagong Independent University, Chittagong, Bangladesh, May 2016.
• K. Fatima and M. S. Islam., Analysis of Chirp Induced Impairments in Fiber Optic Transmission Systems Using Various Types of Fiber. In the Proceedings of the 1st International Conference on Advanced Information and Communication Technology 2016 (ICAICT 2016), Chittagong Independent University, Chittagong, Bangladesh, May 2016.
• Md. Hayder Ali and M. S. Islam., Design, develop and cost analysis of GPON triple Play architecture without EDFA combiner for fixed wavelength with high performance. In the Proceedings of the 5th International Conference on Informatics, Electronics & Vision (ICIEV 2016), University of Dhaka, Bangladesh, May 2016.
• Md. Hayder Ali and M. S. Islam., GPON as a solution of bandwidth sharing for triple play with high performance and low cost. In the Proceedings of the 10th Global Engineering, Science and Technology Conference, BIAM Foundation, Dhaka, Bangladesh, Jan 2015.