10 فروردین 1403
حبيب رستمي

حبیب رستمی

مرتبه علمی: دانشیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه مهندسی کامپیوتر
تحصیلات: دکترای تخصصی / کامپیوتر
تلفن: 0773
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان A Model to Improve the Performance of Intrusion Detection System Based on the Genetic Algorithm
نوع پژوهش مقالات در نشریات
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مجله International Journal of Advanced Science and Technology
شناسه DOI
پژوهشگران محمد حسین قیصی زاده (نفر اول) ، حبیب رستمی (نفر دوم) ، غلامرضا احمدی (نفر سوم)

چکیده

According to growing ICT and human dependence on it, maintaining availability, integrity and confidentiality of information is so critical. So in this context we must protect data and networks from attacks and illegal influences. Therefore intrusion detection systems have become one of the most important issues and investigations to improve its ability, speed and flexibility in the face of Zero day's cyber-attacks. In this paper, after introducing the computer network attacks and going over the genetic algorithm, a model will be presented based on the genetic algorithm and by using inheritance features to detect the Zero day intrusions or converted types of the existing attacks(infiltration ways), and implemented it on WEKA software. Finally examine the relevant index of proposed model.