Presenting a method for intrusion detection in computer networks using Metaheuristic Algorithm
Publish Year: 1397
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
ARGCONF03_004
تاریخ نمایه سازی: 26 مرداد 1397
Abstract:
To provide full security in a computer system, in addition to firewalls and other blocking filters, other system is needed, known as intrusion detection system (IDS) which can identify and fight hackers. intrusion detection system is categorized on 3 aspects: detection method, Architecture and the way they react to intrusion.Identifying methods include: Identifying abnormal behavior and misuse detection (signature-base diagnosis). Smart-algorithms like particle optimize algorithm is used to identify normal packet form abnormal one. In this paper, we used and tested a particle optimization Algorithm on raw data set and active a %91 precision.
Keywords:
IDS – Metaheuristic – Particle swarm optimization
Authors
LEILA FATHI
DEPARTMENT OF COMPUTER ENGINEERING KERMAN BRANCH ISLAMIC AZAD UNIVWERSITY IRAN
ALI GHAFURI
Department of computer engineering, Sobhan Higher Education Institution, Neyshabur, Iran
YASER ZAHIRI
Department of computer engineering, Sobhan Higher Education Institution, Neyshabur, Iran
MOHAMAD MEHDI ABOALFAZLI
Department of computer engineering, Sobhan Higher Education Institution, Neyshabur, Iran