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SIMAD University | The Fountain of Knowledge and Wisdom

Home
Academic Staff

Academic Staff

Dr Yahye Abukar Ahmed

Director, Centre for Research and Development

  1. DOCTOR OF PHILOSOPHY, COMPUTER ENGINEERING (INFORMATION SECURITY) , Selçuk Üniversitesi, Konya, Turkey
  2. MASTER OF COMPUTER SCIENCE (INFORMATION SECURITY), Universiti Teknologi Malaysia (UTM), Johor, Malaysia
  3. BACHELOR OF SCIENCE IN INFORMATION TECHNOLOGY, SIMAD University (SU), Mogadishu, Somalia
  • https://orcid.org/0000-0002-1006-605X

My research interests include Artificial Intelligence, Social Media Analytics, Network Security, Malware Analysis, Cryptography, Intrusion Detection Systems (IDS), Internet of Things (IoT), Routing Technologies, Modeling, and Python for data analysis and machine learning.

–        Omar A.A.; Dini H.D.; Ahmed Y.A.. “IOT Based Smart Vehicle Accident Detection and Tracking Using Arduino Uno and GPS Modem”. SSRG International Journal of Electronics and Communication Engineering, 11(8.0), 2024.

–        Abdullahi M.O.; Jimale A.D.; Ahmed Y.A.; Nageye A.Y.. “Revolutionizing Product Return Management: Harnessing Supply Community Network for Enhanced Customer Experience”. International Journal of Engineering Trends and Technology, 72(3.0), 2024.

–        Ahmed Y.A.; Kiran M.S.; Abdullahi M.O.; Jimale A.D.; Nageye A.Y.; Jama A.A.. “Three Binary Versions of Tree-Seed Algorithm for Binary Optimization”. International Journal of Engineering Trends and Technology, 72(4.0), 2024.

–        Ahmed Y.A.; Koçer B.; Al-Rimy B.A.S.. “Automated Analysis Approach for the Detection of High Survivable Ransomware”. KSII Transactions on Internet and Information Systems, 14(5.0), 2020.

–        Abdullahi M.O.; Jimale A.D.; Ahmed Y.A.; Nageye A.Y.. “A Bibliometric Study of Machine Learning in Precision Agriculture”. SSRG International Journal of Electronics and Communication Engineering, 11(6.0), 2024.

–        Sharmeen S.; Ahmed Y.A.; Huda S.; Kocer B.S.; Hassan M.M.. “Avoiding Future Digital Extortion through Robust Protection against Ransomware Threats Using Deep Learning Based Adaptive Approaches”. IEEE Access, 8(nan), 2020.

–        Osoble A.M.; Muhudin A.; Ahmed Y.A.; Hussein O.D.; Omar A.A.. “In-depth Malware Behaviour Analysis: Network and Registry Changes in an Isolated Windows Environment”. SSRG International Journal of Electronics and Communication Engineering, 11(12.0), 2024.

–        Abdullahi M.O.; Jimale A.D.; Ahmed Y.A.; Nageye A.Y.. “Revolutionizing Somali agriculture: harnessing machine learning and IoT for optimal crop recommendations”. Discover Applied Sciences, 6(3.0), 2024.

–        Nageye A.Y.; Jimale A.D.; Abdullahi M.O.; Ahmed Y.A.. “Emerging Trends in Data Science and Big Data Analytics: A Bibliometric Analysis”. SSRG International Journal of Electronics and Communication Engineering, 11(5.0), 2024.

–        Ahmed Y.A.; Koçer B.; Huda S.; Saleh Al-rimy B.A.; Hassan M.M.. “A system call refinement-based enhanced Minimum Redundancy Maximum Relevance method for ransomware early detection”. Journal of Network and Computer Applications, 167(nan), 2020.

–        Dahir A.; Omar M.; Abukar Y.. “Internet of things based agricultural drought detection system: case study Southern Somalia”. Bulletin of Electrical Engineering and Informatics, 12(1.0), 2023.

–        Ahmed Y.A.; Huda S.; Al-Rimy B.A.S.; Alharbi N.; Saeed F.; Ghaleb F.A.; Ali I.M.. “A Weighted Minimum Redundancy Maximum Relevance Technique for Ransomware Early Detection in Industrial IoT”. Sustainability (Switzerland), 14(3.0), 2022.

–        Jimale A.D.; Abdullahi M.O.; Ahmed Y.A.; Nageeye A.Y.; Jama A.A.; Abdullahi B.S.. “Dryness of Somalia’s Agriculture: Modernizing the Irrigation System”. International Journal of Engineering Trends and Technology, 71(6.0), 2023.

–        Ali I.M.; Mohamed M.A.; Ahmed Y.A.. “WhatsApp groups: The nexus between retention, reciprocity, and user satisfaction”. Frontiers in Education, 9(nan), 2024.

–        Jimale A.D.; Abdullahi M.O.; Ahmed Y.A.; Nageye A.Y.. “Towards Sustainable Farming in Somalia: Integrating IoT for Improved Resource Management”. SSRG International Journal of Electrical and Electronics Engineering, 10(9.0), 2023.

–        Nageye A.Y.; Jimale A.D.; Abdullahi M.O.; Ahmed Y.A.; Jama B.S.A.. “Enhancing Energy Efficiency in Mogadishu: IoT-Based Buildings Energy Management System”. SSRG International Journal of Electrical and Electronics Engineering, 10(10.0), 2023.

–        Ali I.M.; Jusoh Y.Y.; Abdullah R.; Ahmed Y.A.. “Exploring the performance measures of big data analytics systems”. International Journal of Advanced and Applied Sciences, 10(1.0), 2023.

–        Jimale A.D.; Abdullahi M.O.; Ahmed Y.A.; Nageeye A.Y.; Abdullahi B.S.; Jama A.A.. “Mitigating the Impact of Floods: An IoT-Driven Monitoring and Alert System for Somalia’s Rivers”. SSRG International Journal of Electrical and Electronics Engineering, 10(6.0), 2023.

–        Abdullahi M.O.; Jimale A.D.; Ahmed Y.A.; Nageeye A.Y.. “IoT-based livestock tracking: Addressing challenges in Somali livestock farming”. International Journal of Advanced and Applied Sciences, 11(3.0), 2024.

–        Y.Ahmed, Huda, S., Al-rimy, B.A.S., Alharbi, N., Saeed, F., Ghaleb, F.A. and Ali, I.M. “A Weighted Minimum Redundancy Maximum Relevance Technique for Ransomware Early Detection in Industrial IoT”. Sustainability, 14(3), p.1231, 2022

–        S. Sharmeen, Y. A. Ahmed, S. Huda, B. Ş. Koçer and M. M. Hassan, “Avoiding Future Digital Extortion Through Robust Protection Against Ransomware Threats Using Deep Learning Based Adaptive Approaches,” in IEEE Access, vol. 8, pp. 24522-24534, 2020.

–        Y. Ahmed, B.Kocer and B.Al-irmy , “Automated Analysis Approach for the Detection of High Survivable Ransomware,” KSII Transactions On Internet And Information Systems, vol. 14, Issue 5, 2020.

–        Y. A. Ahmed, B. Ş. Koçer, S.Huda, B.Al-irmy , and M.M.Hassan, “ A System Call Refinement-Based Enhanced Minimum Redundancy Maximum Relevance Method for Ransomware Early Detection,” in Journal of Network and Computer Applications, ScienceDirect, 167, p.102753.2020.

–        Y. Ahmed, M. Maarof, F.Hassan and M. Abshir, “Survey of keyloggers Technologies,” International Journal of Computer Science and Telecommunications, vol. 5, Feb. 2014.

–        Y. Ahmed and A.Abdullahi, “ Mitigating of Malicious Insider Keylogger Threats,” JISRI. Journal of Research and Innovation in Information Systems, vol. 3, Jan. 2013.

–        Y. Ahmed and B.Kocer, “Evaluation of Mental Stress Using ECG Signal,” Selçuk University Journal of Engineering, Science and Technology, vol. 4, Jun. 2017.

 

  • GRADUATE STUDIES – SIMAD UNIVERSITY,

    Master of Network and Telecommunication – Courses:

  • Network Security (February – May 2021)
  • Cryptography and Network Security (May-August 2022)

Master of Data Science – Courses:

  • Python for Data Science (September – December 2021)
  • Digital Forensics and Investigation (February – May 2023)
  • Principles of Data Science (September – December 2023)

Master of Education – Course:

• Fundamentals for Educational Research (June – September 2023)

  1. Comparative Analysis of Security Approaches in Network Function Virtualization
  2. Deep Learning-Based Face Recognition for Age Detection in Somalia’s Immigration and Naturalization Processes (Ongoing)