17 citations · 36 across the 7 of their papers we have counts for
8 papers
UNSW-NB15 Computer Security Dataset: Analysis through Visualization
Zeinab Zoghi, Gursel Serpen
This paper presents a visual analysis of the UNSW-NB25 computer network security or intrusion detection dataset in order to detect any issues inherent to this dataset which may req…
Reduced Complexity Simulation of Wireless Sensor Networks for Application Development
Gursel Serpen, Zhenning Gao
This paper presents an approach for low-cost simulation modeling for application development for wireless sensor networks. Computational complexity of simulating wireless sensor ne…
Intrusion Detection and identification System Design and Performance Evaluation for Industrial SCADA Networks
Ahsan Al Zaki Khan, Gursel Serpen
In this paper, we present a study that proposes a three-stage classifier model which employs a machine learning algorithm to develop an intrusion detection and identification syste…
Numerical modeling of nonohmic percolation conduction and Poole Frenkel laws
Maria Patmiou, V. G. Karpov, G. Serpen +1
We present a numerical model that simulates the current-voltage (I-V) characteristics of materials that exhibit percolation conduction. The model consists of a two dimensional grid…
Evaluation of biometric user authentication using an ensemble classifier with face and voice recognition
Firas Abbaas, Gursel Serpen
This paper presents a biometric user authentication system based on an ensemble design that employs face and voice recognition classifiers. The design approach entails development…
Percolation with plasticity for neuromorphic systems
V. G. Karpov, G. Serpen, Maria Patmiou
We develop a theory of percolation with plasticity systems (PWPs) rendering properties of interest for neuromorphic computing. Unlike the standard percolation between two large ele…