Abstract:
As the research increased in computer science highlight the scientists mind for the
growing research world towards security. Researchers have done a lot of research
work in network Security. Cybersecurity has progressively become a zone of alarm
for officials, Government agencies and industries, including big commercialized
infrastructure, are under attack daily. First signature-based intrusion detection systems
were developed, and it detects only known attacks. To detect strange attacks statistical
IDS came into being recognized as anomaly-based IDS. It is not as much efficient as
it detects all. This, study focuses on the efficiency of IDS using UNSW NB-15 dataset
and suitable techniques to identify attacks.
