International Congress on Big Data

Dr. Umut Demirezen

Dr. Umut Demirezen, Ph.D., ROKETSAN, TURKEY

Dr. M. Umut Demirezen is Artificial Intelligence Senior Team Leader at Roketsan Inc. and affiliated professor at Istanbul Technical University, Aerospace Research Center (ITU-ARC) and Gazi University Computer Engineering Derpartment. He has received his B.Sc., M.Sc. and Ph.D. degrees from Gazi University Department of Electrical and Electronics Engineering in Ankara / Turkey. His research interests are big data, machine learning, deep learning, reinforcement learning, spiking neural networks and quantum machine learning in aviation.

 

Title: Learning for Malware Classification

In this talk, Classical and State of Art malware detection and classification methodologies and Deep Learning techniques is going to be discussed and questioned their applicability of this research area.

Novel techniques for Improvement and increase of detection and classification efficiencies with artificial intelligence is going to be described with academically. And at the final part of the talk, Novel malware generation with Artificial Intelligence methods are going to be presented.