TA : Rancang Bangun Aplikasi Intrusion Detection System Dengan Menggunakan Metode Fuzzy
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Institusion
Universitas Dinamika
Author
Nugroho, Indra Wahyu
Harianto . (LECTURER ID : .)
Harianto . (LECTURER ID : .)
Subject
000 Computer science, knowledge & systems
Datestamp
2015-05-22 00:24:24
Abstract :
As the development of networking technology, also emerging security issues such as Denial Of Service Attack (DoS). DoS is an attack used by hackers to shut down the computer system server so that the server can not provide service to the user. The first step to anticipate the variety of unwanted packets is to implement application intrusion Detection System (IDS) into a router. IDS application can be made by using the fuzzy method in which there are 3 stages of attack classification process that is establish variable membership functions, establish fuzzy rules and defuzzyfication. The first stage starts from storing data length and frequency into a fuzzy database table, furthermore search for alpha value of each rule and the last stage is to find the defuzzyfication value. From this value can be used to classify attacking level such as normal, low,medium and high. The result from this project is IDS application can classifying DoS attack and normal packet based on fuzzy logic.
As the development of networking technology, also emerging security issues such as Denial Of Service Attack (DoS). DoS is an attack used by hackers to shut down the computer system server so that the server can not provide service to the user. The first step to anticipate the variety of unwanted packets is to implement application intrusion Detection System (IDS) into a router. IDS application can be made by using the fuzzy method in which there are 3 stages of attack classification process that is establish variable membership functions, establish fuzzy rules and defuzzyfication. The first stage starts from storing data length and frequency into a fuzzy database table, furthermore search for alpha value of each rule and the last stage is to find the defuzzyfication value. From this value can be used to classify attacking level such as normal, low,medium and high. The result from this project is IDS application can classifying DoS attack and normal packet based on fuzzy logic.
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