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
Related Articles
- EP ID EP597966
- DOI -
- Views 163
- Downloads 0
Next Generation M-Government in Mobile Economy: Transformation Framework and Recommendations
Mobile communication technology is playing a vital role in transforming various fields of government operations, especially those geared toward efficient public services, raising transparency and good governance. The uti...
Information Technology Utilization of Undergraduates Faculty of Accounting, Bangkokthonburi University
The purpose of this research was to study the information technology utilization of undergraduate students, Accountant faculty, Bangkokthonburi University. The questionnaire was used as instrument to collect data from th...
Supportive Approach for Online Marketing to Support Cultural Tourism with QR Code Technology Case Study: Klong Bang Luang Waterfront Community
This research has an objective to create supportive approach for online marketing to support cultural tourism with QR Code technology case study: Klong Bang Luang Waterfront Community. The results showed that supportive...
The Analysis of Leadership and Marketing Factors on Bank Branch Expansion Performance
The objective of this study was to analyse the effect of leadership style and marketing factors on the performance of bank branch expansion. The data set consisted of 228 middle and senior level bank executives who resp...
Study of Brand Love as Consequence of Virtual Brand Community Engagement
Brands today face a new challenge as consumers take the communications into their hands using social media to connect more among themselves. The traditional view that consumers are the passive recipients of communication...