P2CA-GAM-ID: Coupling of probabilistic principal components analysis with generalised additive model to predict the k-barriers for intrusion detection

Abhilash Singh, Jaiprakash Nagar, J. Amutha, Sandeep Sharma

Abstract: Highlights•Proposed a hybrid machine learning algorithm to predict the k barriers.•An experimental study to analyse the performance of the proposed algorithm.•Results demonstrate superior performance in comparison to other benchmark methods.•Presented approach can solve the problem of scenario-specific algorithms.