Iftikhar Ahmad1, *, Rayan Atteah Alsemmeari1
CMC-Computers, Materials & Continua, Vol.65, No.2, pp. 1097-1111, 2020, DOI:10.32604/cmc.2020.011732
Abstract An IDS (intrusion detection system) provides a foremost front line mechanism
to guard networks, systems, data, and information. That’s why intrusion detection has
grown as an active study area and provides significant contribution to cyber-security
techniques. Multiple techniques have been in use but major concern in their
implementation is variation in their detection performance. The performance of IDS lies
in the accurate detection of attacks, and this accuracy can be raised by improving the
recognition rate and significant reduction in the false alarms rate. To overcome this
problem many researchers have used different machine learning techniques. These
techniques have limitations… More >
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