DETEKSI SERANGAN DNS AMPLIFICATION MENGGUNAKAN METODE BLOOM FILTER

FAHRIZAL, JUANDA and Stiawan, Deris and Heryanto, Ahmad (2020) DETEKSI SERANGAN DNS AMPLIFICATION MENGGUNAKAN METODE BLOOM FILTER. Undergraduate thesis, Sriwijaya University.

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Abstract

Serangan DNS Amplification merupakan serangan yang memanfaatkan Open DNS Server dimana attacker akan memanipulasi Query (permintaan) normal menjadi permintaan palsu,serangan ini akan membanjiri permintaan palsu ( False Query) dalam jumlah yang sangat banyak dengan tempo yang sangat cepat. Dalam penelitian ini di kelompokkan menjadi 3 jenis dataset sehingga mendapatkan dataset yang bersifat homogen. Selanjutnya dataset tersebut dilakukan data correction dengan meekstrasi dataset yang telah di dapatkan dengan membandingan dataset normal dan dataset serangan sehingga didapatkan pola serangan yang digunakan untuk melakukan proses deteksi dengan menggunakan metode Bloom Filter. Bloom Filter mengelompokkan dataset berdasarkan pola yang telah didapatkan oleh penulis kemudian pola tersebut di hash dan di ubah ke dalam bentuk Bit array yang berguna untuk pendeteksia seranagn DNS Amplification dan penghitungan akurasi. Hasil deteksi menggunakan Bloom Filter di peroleh nilai dengan tingkat akurasi 98,90%, TPR 98,90%, TNR 100%, dan FPR 57,73% Bloom Filter tidak menyajikan data False Negative Rate.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: DNS Amplification Attack, Denial of Service, Bloom Filter
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication Including telegraphy, telephone, radio, radar, television > TK5105.5.S72 Computer networks
Divisions: 09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User: Users 6771 not found.
Date Deposited: 30 Jul 2020 04:06
Last Modified: 30 Jul 2020 04:06
URI: http://repository.unsri.ac.id/id/eprint/31949

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