Derya Yiltas-Kaplan

Derya Yiltas-Kaplan received the BSc, MSc, and PhD degrees in computer engineering from Istanbul University, Istanbul, Turkey, in 2001, 2003 and 2007, respectively. She studied as a postdoctorate researcher at the North Carolina State University and she received postdoctorate research scholarship from The Scientific and Technological Research Council of Turkey (TUBITAK). She is an Associate Professor in the Department of Computer Engineering at Istanbul University-Cerrahpaşa.

Publications

Using Graph Neural Network to Enhance Quality of Service Prediction
Using Graph Neural Network to Enhance Quality of Service Prediction
Lubana Isaoglu, Derya Yiltas-Kaplan. © 2023. 16 pages.
Quality of service (QoS) prediction has great importance in today's web services computing. Several researchers proposed methods to enhance the quality of service prediction....
Artificial Intelligence for Information Security
Artificial Intelligence for Information Security
Lubana Isaoglu, Derya Yiltas-Kaplan. © 2023. 24 pages.
The internet is becoming a widely used source of both online services and information. The primary function of the internet is to move data between nodes. It is a vast collection...
Detection of Network Attacks With Artificial Immune System
Detection of Network Attacks With Artificial Immune System
Feyzan Saruhan-Ozdag, Derya Yiltas-Kaplan, Tolga Ensari. © 2020. 18 pages.
Intrusion detection systems are one of the most important tools used against the threats to network security in ever-evolving network structures. Along with evolving technology...
Congestion Prediction System With Artificial Neural Networks
Congestion Prediction System With Artificial Neural Networks
Fatma Gumus, Derya Yiltas-Kaplan. © 2020. 16 pages.
Software Defined Network (SDN) is a programmable network architecture that provides innovative solutions to the problems of the traditional networks. Congestion control is still...