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INTRUSION DETECTION SYSTEM BASED ON GENETIC ALGORITHM: A SURVEY

  • Unique Paper ID: 143976
  • Volume: 3
  • Issue: 4
  • PageNo: 285-290
  • Abstract:
  • The intrusion detection system is becoming a difficult task. Since the increasing amount of systems provides larger access to outsiders and makes it easier for offender to avoid identification. Intrusion detection systems are detecting unauthorized access to a system. By This paper presenting a survey on intrusion detection techniques that use genetic rule approach or genetic algorithm. Currently Intrusion Detection System (IDS) that is outlined as an answer of system security is used to spot the abnormal activities during a system or network. To this point completely different approaches are utilized in intrusion detections, however anyone of the systems isn't entirely ideal. Hence, the hunt of improved technique goes on. During this progression, here even have designed an Intrusion Detection System (IDS), by applying genetic algorithm (GA) to expeditiously observe numerous styles of the intrusive activities among a network. The experiments and evaluations of the planned intrusion detection system are performed with the NSL KDD intrusion detection benchmark dataset. The experimental results clearly show that the planned system achieved higher accuracy rate in distinctive whether or not the records are traditional or abnormal ones and obtained cheap detection rate.
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Cite This Article

  • ISSN: 2349-6002
  • Volume: 3
  • Issue: 4
  • PageNo: 285-290

INTRUSION DETECTION SYSTEM BASED ON GENETIC ALGORITHM: A SURVEY

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Journal no 47859

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