The proposed model utilizing the advantages of Random Grove Blend in Weighted MLP attained an accuracy of 98%. Correspondingly, the presented system is intended to contribute to the research associated with enhancing network security. Keywords: intrusion detection; UNSW–NB15; cyber-attack; machine ...