Publications

• F. Haddadi, and A. N. Zincir-Heywood "A Closer look at the HTTP and P2P based Botnets from a Detector's Perspective," In 8th International Symposium on Foundations & Practice of Security (FPS), 2016. Pdf.
• F. Haddadi, and A. N. Zincir-Heywood "Botnet Detection System Analysis on the Effect of Botnet Evolution and Feature Representation," In GECCO Comp, 2015. Pdf.
• F. Haddadi, D. L. Cong, L. Porter, and A. N. Zincir-Heywood "On the Effectiveness of Different Botnet Detection Approaches," In ISPEC, 2015. Pdf.
• F. Haddadi and A. N. Zincir-Heywood "Benchmarking the Effect of Flow Exporters and Protocol Filters on Botnet Traffic Classification," In IEEE Systems Journal, 2014. Pdf.
• F. Haddadi and A. N. Zincir-Heywood "Data Confirmation for Botnet Traffic Analysis," In 7th International Symposium on Foundations & Practice of Security (FPS), 2015. Pdf.
• F. Haddadi, D. Runkel, A. N. Zincir-Heywood, M. I. Heywood "On botnet behaviour analysis using GP and C4. 5," In GECCO Comp, 2014. Pdf.
• F. Haddadi, J. Morgan, E. G. Filho, and A. N. Zincir-Heywood "Botnet Behaviour Analysis using IP flows with HTTP filters using classifiers," In 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA), 2014. Pdf.
• F. Haddadi and A. Nur Zincir-Heywood "Analyzing string format-based classifiers for botnet detection: GP and SVM," In IEEE Congress on Evolutionary Computation (CEC), pp. 2626-2633, 2013. Pdf.
• F. Haddadi, H. G. kayacik, A. N. Zincir-Heywood, and M.I. Heywood "Malicious Automatically Generated Domain Name Detection Using Stateful-SBB," In 16th European Conference on Aplications of Evolutionary Computations, pp.529-539, 2013. Pdf.
• F. Haddadi and M. Sarram "Wireless Intrusion Detection System Using a Lightweight Agent," In IEEE 2nd International Conference on Computer and Network Technology (ICCNT), pp. 84-87, 2010. Pdf.
• F. Haddadi, S. Khanchi, M. Shetabi, and V. Derhami "Intrusion Detection and Attack Classification Using Feed-Forward Neural Network," In IEEE 2nd International Conference on Computer and Network Technology (ICCNT), pp. 84-87, 2010. Pdf.
• F. Haddadi and M. Sarram "DoS Attacks Detection Using Feed-Forward Neural Networks," In 3rd Joint Congress on Fuzzy and Intelligent Systems, July 2009. (In Persian)
• V. Aghaei, F. Haddadi, M. Ghasemzadeh, and S. Sarram "Using Matrix Operations and Statistical Analysis in Intrusion Detection in Encrypted Access with SSH Protocol," In 3rd International Conference on Mathematical Science (ICM), Al Ain, UAE 2008.

Technical reports

• F. Haddadi and A. N. Zincir-Heywood "Data Confirmation for Botnet Traffic Analysis," 2014.