activity
20192025
most citedUNSW-NB15 Computer Security Dataset: Analysis through Visualization

17 citations · 36 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

6 papers · 1 filter

cs.NI2020

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…

cs.CR2020★ 2 cited

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…

cond-mat.dis-nn2020★ 8 cited

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…

cs.CR2020★ 1 cited

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…

cond-mat.dis-nn2020

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…

cond-mat.mes-hall2020

Pulse percolation conduction and multi-value memory

V. G. Karpov, G. Serpen, Maria Patmiou +1

We develop a theory of pulse conduction in percolation type of materials such as noncrystalline semiconductors and nano-metal compounds. For short voltage pulses, the corresponding…