Networks-Anomaly-Detection contributers: 1- Alaa Hossam 2- Mohammad Helaly Networks Anomaly Detection using Supervised learning Algorithms such as Kmeans implementation , Spectral clustering implementation, DBMS implementation and Agglomerative Hierarchical Clustering