Finding the Pulse on Value of Pulse-Jamming Wireless Attacks Based on Time Series Forecasting Using the ARIMA Model
Journal Title: International Journal of the Computer, the Internet and Management - Year 2017, Vol 25, Issue 1
Abstract
The objective of this research is to find the pulse on value of pulse-jamming wireless attacks and use it to forecast the time intervals. To simulate the time series-forecasting model, a simulation model using jamming attacks in the 802.11 wireless network was conducted to collect and evaluate the time intervals in the form of a dataset. In order to achieve more satisfactory and accurate forecasts, the ARIMA framework was used to model the time series. In this research, the alternative ARIMA (2, 0, 0) model was selected from the comparison results. Generated forecasting was at 98.825 percent accuracy.
Authors and Affiliations
Aekkarat Lorphichian, Pongpisit Wuttidittachotti
Keywords
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