Ensuring the organizations of tomorrow is set to be a difficult space due to expanding digital protection dangers and
enlarging assault surfaces made by the Internet of Things (IoT), expanded organization heterogeneity, expanded utilization of
virtualisation innovations and circulated structures. This paper proposes SDS (Software Defined Security) which is a method
gives mechanized, adaptable and versatile framework. SDS will tackle momentum progresses in AI to plan a CNN
(Convolutional Neural Network) utilizing NAS (Neural Architecture Search) to distinguish irregular organization traffic.
