... to develop a hybrid optimization-based deep learning model to precisely detect DoS attacks. Findings The designed Aquila deer hunting optimization-enabled deep belief network technique achieved improved performance with an accuracy of 92.8%, a true positive rate of 92.8% and a true negative rate of 93.6...