Hackers are now actively targeting IoT devices which include routers and webcams due to the fact their inherent deficiency of security will make them easy to compromise and roll up into big botnets.It allows us to decrease the dimension in the data without having A lot loss of knowledge. PCA minimizes the dimension by locating a couple orthogonal l