Title	Detecting Policy Anomalies in Firewalls by Relational Algebra and Raining 2D-Box Model
Author	Naveen Mukkapati, Ch.V.Bhargavi
Citation	Vol. 13  No. 5  pp. 94-99
Keywords	Firewall, policy, relational algebra, correlation anomaly, raining 2D-Box Model

Title	Multi-Class Classification Framework for Brain Tumor MR Image Classification by Using Deep CNN with Grid-Search Hyper Parameter Optimization Algorithm
Author	Naveen Mukkapati and Dr. M S Anbarasi
Citation	Vol. 22  No. 4  pp. 101-110
Keywords	Multi-classification, CNN model, Grid search technic, Hyper parameter optimization