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Student authors underlined
Journals
Under Review:
- + Ahmet Aksoy, and Luis Valle, “Automated Operating System Identification through Genetic Algorithm-Driven Packet Analysis”, MDPI Applied Sciences Journal: Evolutionary Algorithms and Their Real-World Applications, 2024
- + Feyza Aydogan, Beyza Aydogan, Gorkem Kar, Cagatay Catal, and Ahmet Aksoy, “Explainable AI-Driven Exploration of Employee Attrition Mechanisms”, Soft Computing (SOCO), 2024
Published:
- + Ahmet Aksoy, Luis Valle, and Gorkem Kar, “Automated Network Incident Identification through Genetic Algorithm-Driven Feature Selection”, MDPI Electronics Journal: Machine Learning and Cybersecurity—Trends and Future Challenges, 2024
- + Ahmet Aksoy, “Analytical Subnetwork and IP Alias Resolution for Network Tomography using Path Traces”, MDPI Electronics Journal: Computing-Based Network Innovations: Architecture, Theory, and Applications, 2024
- + Tayfun Tuna, Esra Akbas, Ahmet Aksoy, M. Abdullah Canbaz, Umit Karabiyik, Bilal Gonen, and Ramazan Aygun, “User Characterization for Online Social Networks”, Springer Social Network Analysis and Mining (SNAM), 2016
- + Umit Karabiyik, M. Abdullah Canbaz, Ahmet Aksoy, Tayfun Tuna, Esra Akbas, Bilal Gonen, and Ramazan Aygun, “A Survey of Social Network Forensics”, International Journal of Digital Crime and Forensics (IJDCF), 2016
Conferences (Full paper review)
Published:
- + Ahmet Aksoy, Sundeep Varma, “AI-Driven Genetic Algorithms for Enhanced Numeric Feature Quantization in IoT Device Fingerprinting for Threat Detection”, 2024 IEEE International Conference on Big Data (BigData), 2024
- + Ahmet Aksoy, Sundeep Varma, Ganesha Moorthy, , Enya Pan, and Gorkem Kar, “Comparative Analysis of Feature Selection Algorithms for Automated IoT Device Fingerprinting”, 10th International Conference on Information Systems Security and Privacy, February 2024, Rome, Italy
- + Sachin Rana, and Ahmet Aksoy, “Automated Fast-flux Detection using Machine Learning and Genetic Algorithms”, IEEE INFOCOM BigSecurity: International Workshop on Security and Privacy in Big Data, May 10 2021, Virtual Workshop
- + Ahmet Aksoy and Mehmet Hadi Gunes, “Automated IoT Device Identification from Network Traffic”, IEEE International Conference on Communications, May 20-24 2019, Shanghai, China
- + Ahmet Aksoy, Sushil Louis and Mehmet Hadi Gunes, “Operating System Fingerprinting via Automated Network Traffic Analysis”, IEEE Congress on Evolutionary Computation, June 5-8 2017, Donostia - San Sebastin, Spain
- + Ahmet Aksoy and Mehmet Hadi Gunes, “Operating System Classification Performance of TCP/IP Protocol Headers”, The 10th IEEE Workshop on Network Measurements, 2016, Dubai, UAE
- + Ahmet Aksoy and Mehmet Hadi Gunes, “SILEA: a System for Inductive LEArning”, The 7th International Conference on Information, Intelligence, Systems and Applications (IISA 2016), 2016, Chalkidiki, Greece
Conferences (Abstract Review)
- + Ahmet Aksoy, “Automated Network Traffic Fingerprinting using Genetic Algorithms-driven Features”, UCM Association of Computing Machinery (ACM) Talks, Feb 2 2022, Warrensburg, MO, USA
- + Ahmet Aksoy and Mehmet Hadi Gunes, “Network Traffic Fingerprinting using Machine Learning”, 40th IEEE Symposium on Security and Privacy (Short-talk Session), May 20-22 2019, San Francisco, CA, USA
- + M. Abdullah Canbaz, Khalid Bakhshaliyev, Ahmet Aksoy and Mehmet Hadi Gunes, “Comprehensive Mapping of Autonomous Systems”, ACM Internet Measurement Conference, October 31 2018, Boston, MA, USA
- + Ahmet Aksoy, Sushil Louis and Mehmet Hadi Gunes, “Operating System Fingerprinting via Automated Network Traffic Analysis”, The Solar Energy-Water-Environment Nexus in Nevada NSF EPSCoR,, April 6 2018, Reno, NV, USA
- + Ahmet Aksoy and Mehmet Hadi Gunes, “Operating System Fingerprinting using Machine Learning”, ACM Internet Measurement Conference 2016 (Work-in-Progress Session), November 14-16 2016, Santa Monica, CA, USA
- + Ahmet Aksoy, “Network Traffic Fingerprinting using Machine Learning and Evolutionary Computing”, ACM Essentials Workshop, February 10 2022, Warrensburg, MO, USA