Ahmet Aksoy | Publications

Journals

• + Ahmet Aksoy and Mehmet Hadi Gunes, “SysID - Automated IoT Devices Identifier,” IEEE Transactions on Pattern Analysis and Machine Intelligence (under submission), 2022
• + Ahmet Aksoy and Mehmet Hadi Gunes, “OSID - Operating System IDentifier,” IEEE Transactions on Dependable and Secure Computing (under submission), 2022
• + 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)

• + Rohith Pandrala and Ahmet Aksoy, “SSL Fingerprinting using Genetic Algorithms and JA3 Hashing,” (under review), 2022
• + Luis Valle and Ahmet Aksoy, “Automated Incident Detection,” (under review), 2022
• + Emiline Stewart and Ahmet Aksoy, “Network Traffic Fingerprinting using Artificial Bee Colony Algorithm,” (under review), 2022
• + Sharwin Reddy and Ahmet Aksoy, “Network Traffic Fingerprinting using Ant Colony Algorithm,” (under review), 2022
• + 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 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