[J1] Abdinasir et al., "HSF: A Hybrid SVM-RF Machine Learning Framework for Dual-Plane DDoS Detection and Mitigation in Software-Defined Networks," in IEEE Access, vol. 13, pp. 69941-69980, 2025, doi: 10.1109/ACCESS.2025.3583712 . (URL)
[J2] Abdinasir et al., "Comprehensive Analysis of DDoS Anomaly Detection in Software-Defined Networks," in IEEE Access, vol. 13, pp. 69941-69980, 2025, doi: 10.1109/ACCESS.2025.3535943 . (URL)
[J3] Abdinasir et al. "Enhancing SDN Security Using Ensemble-Based Machine Learning Approach for DDoS Attack Detection," Indonesian Journal of Electrical Engineering and Computer Science, [S.l.], v. 38, n. 2, p. 1073-1085, may 2025. ISSN 2502-4760. Available at: (URL)
[J4] Abdinasir et al., "Artificial Intelligence Performance Evaluation for URLLC of Industrial IoT Applications: A Review, Open Challenges and Future Directions," in Physical Communication, 2025 (URL)
[J5] Abdinasir Hirsi, L. Audah, A. Salh, M. A. Alhartomi and S. Ahmed, "Detecting DDoS Threats Using Supervised Machine Learning for Traffic Classification in Software Defined Networking," in IEEE Access, vol. 12, pp. 166675-166702, 2024, doi: 10.1109/ACCESS.2024.3486034. (URL)
[J6] Abdinasir et al., "Security Control and Data Planes of SDN: A Comprehensive Review of Traditional, AI, and MTD Approaches to Security Solutions," in IEEE Access, vol. 12, pp. 69941-69980, 2024, doi: 10.1109/ACCESS.2024.3393548. (URL)
[J7] Abdinasir et al., "Corrections to “Security Control and Data Planes of SDN: A Comprehensive Review of Traditional, AI, and MTD Approaches to Security Solutions”," in IEEE Access, vol. 12, pp. 162107-162108, 2024, doi: 10.1109/ACCESS.2024.3486825. (URL)
[J8] S.A, N.A, N. Ali, GM, Ardhi, Abdinasir Hirsi and Altaf. "Lightweight AES Design for IoT Applications Optimizations in FPGA and ASIC with DFA Countermeasure Strategies," in IEEE Access, vol. 13, pp. 69941-69980, 2025, doi: 10.1109/ACCESS.2025.3533611 . (URL)
[C1] Abdinasir Hirsi, L. Audah, A. Salh, N. M. Sahar, S. Ahmed and M. A. Alhartomi, "A Survey of Supervised, Unsupervised, and Ensemble Learning Approaches for DDoS Detection in SDN," 2025 International Conference on Inforamtion Technology (ICIT), Amman, Jordan, 2025, pp. 99-104, doi: 10.1109/ICIT64950.2025.11049252. (URL)
[C2] Abdinasir Hirsi, L. Audah, A. Salh, N. M. Sahar, S. Ahmed and M. A. Alhartomi, "DDoS Anomaly Detection in Software-Defined Networks: An Evaluation of Machine Learning Techniques for Traffic Classification and Prediction," 2024 International Conference on Future Technologies for Smart Society (ICFTSS), Kuala Lumpur, Malaysia, 2024, pp. 100-105, doi: 10.1109/ICFTSS61109.2024.10691328. (URL)
[C3] Abdinasir Hirsi, L. Audah, A. Salh, N. M. Sahar, M. A. Alhartomi and S. Ahmed "Detecting Low-Rate DDoS Attacks in SDN Using Ensemble Machine Learning Techniques," 2024 IEEE 22nd Student Conference on Research and Development (SCOReD), Selangor, Malaysia, 2024, pp. 299-304, doi: 10.1109/SCOReD64708.2024.10872742. (URL)
[C4] Abdinasir Hirsi, L. Audah, A. M. Omar and M. J. Abdiaziz, "Design and Simulation of a Secured Enterprise Network Architecture for All Departments at East Africa University (EAU), Somalia," 2024 4th International Conference of Science and Information Technology in Smart Administration (ICSINTESA), Balikpapan, Indonesia, 2024, pp. 552-557, doi: 10.1109/ICSINTESA62455.2024.10747898. (URL)
[C5] Abdinasir Hirsi, Abdi and H. Rasheed, "Performance Analysis of Outdoor Massive MIMO on Ultra-High Frequency Bands (73 GHz and 100 GHz)," 2022 International Symposium on Networks, Computers and Communications (ISNCC), Shenzhen, China, 2022, pp. 1-6, doi: 10.1109/ISNCC55209.2022.9851799. (URL)
[C6] A.Kh, Abubakra, Jafar, Hafso, Abdinasir Hirsi, Lukman, M. Osman, Abdiaziz, and M. Elmi, "Enhancing Smart Grid Security with Machine Learning: A Comparative Study for Supervised and Unsupervised Techniques," 2025 Interntional Conference on New Trends in Computing Sciences (ICTCS), Amman, Jordan, 2025, pp. 466-471, doi: 10.1109/ICTCS65341.2025.10989362 (URL)
[C7] A.Kh, Hafso, Abdinasir Hirsi, M. Jama, A. Hassan, Lukman, M. Ahmed, Abdiaziz, and Puput, "Smart Grid Data Management and Analytics Using Cloud Computing: Trend and Future Directions," 2025 Interntional Conference on New Trends in Computing Sciences (ICTCS), Amman, Jordan, 2025, pp. 473-477, doi: 10.1109/ICTCS65341.2025.10989444 (URL)
[C8] A. F. Samatar, Abdinasir Hirsi, A. M. Omar and M. J. Abdiaziz, "Investigating DDoS Attack Mitigation Strategies and Simulation Tools Using GNS3," 2024 FORTEI-International Conference on Electrical Engineering (FORTEI-ICEE), Badung, Indonesia, 2024, pp. 142-147, doi: 10.1109/FORTEI-ICEE64706.2024.10824613. (URL)
Software-defined networking (SDN) security
DDoS attack detection and mitigation
Cybersecurity
Network Security
AI techniques such as Machine learning and deep learning techniques for network intrusion detection