SILEA: A system for inductive LEArning. - Ahmet Aksoy; Mehmet Hadi Gunes (IISA, 2016)

Operating System Classification Performance of TCP/IP Protocol Headers. - Ahmet Aksoy; Mehmet Hadi Gunes (LCN Workshops, 2016)

A Survey of Social Network Forensics. - Umit Karabiyik; Muhammed Abdullah Canbaz; Ahmet Aksoy; Tayfun Tuna; Esra Akbas; Bilal Gonen; Ramazan Aygun (J. Digit. Forensics Secur. Law, 2016)

User characterization for online social networks. - Tayfun Tuna; Esra Akbas; Ahmet Aksoy; Muhammed Abdullah Canbaz; Umit Karabiyik; Bilal Gonen; Ramazan Aygun (Soc. Netw. Anal. Min., 2016)

Operating system fingerprinting via automated network traffic analysis. - Ahmet Aksoy; Sushil J. Louis; Mehmet Hadi Gunes (CEC, 2017)

Automated IoT Device Identification using Network Traffic. - Ahmet Aksoy; Mehmet Hadi Gunes (ICC, 2019)

Network Traffic Fingerprinting using Machine Learning and Evolutionary Computing. - Ahmet Aksoy (2019)

Automated Fast-flux Detection using Machine Learning and Genetic Algorithms. - Sachin Rana; Ahmet Aksoy (INFOCOM Workshops, 2021)

AI-Driven Genetic Algorithms for Enhanced Numeric Feature Quantization in IoT Device Fingerprinting for Threat Detection. - Ahmet Aksoy; Sundeep Varma (IEEE Big Data, 2024)

Comparative Analysis of Feature Selection Algorithms for Automated IoT Device Fingerprinting. - Ahmet Aksoy; Sundeep Varma; Ganesha Moorthy; Enya Pan; Gorkem Kar (ICISSP, 2024)

Automated IoT Fingerprinting with LLMs: Harnessing Explainable AI and Artificial Bee Colony Optimization. - Yaman Shrestha; Khursaid Ansari; Ahmet Aksoy (SP (Workshops), 2025)