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All Journal EMITTER International Journal of Engineering Technology
Masfu Hisyam
Politeknik Elektronika Negeri Surabaya, Indonesia
Computer Science & IT

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Spatio Temporal with Scalable Automatic Bisecting-Kmeans for Network Security Analysis in Matagaruda Project Masfu Hisyam; Ali Ridho Barakbah; Iwan Syarif; Ferry Astika S
EMITTER International Journal of Engineering Technology Vol 7 No 1 (2019)
Publisher : Politeknik Elektronika Negeri Surabaya (PENS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (715.88 KB) | DOI: 10.24003/emitter.v7i1.340

Abstract

Internet attacks are a frequent occurrence and the incidence is always increasing every year, therefore Matagaruda project is built to monitor and analyze internet attacks using IDS (Intrusion Detection System). Unfortunately, the Matagaruda project has lacked in the absence of trend analysis and spatiotemporal analysis. It causes difficulties to get information about the usual seasonal attacks, then which sector is the most attacked and also the country or territory where the internet attack originated. Due to the number of unknown clusters, this paper proposes a new method of automatic bisecting K-means with the average of SSE is 93 percents better than K-means and bisecting K-means. The usage of big spark data is highly scalable for processing massive data attack.
Co-Authors Ali Ridho Barakbah Ferry Astika S iwan Syarif