Anomaly Detection in IoT sensors using innovative Deep Learning methods like SVM, KNN, etc. on the DS2OS dataset. Implementation of varied ML and ANN models on the DS2oS traffic traces dataset. Determination of the best model accuracy that can be achieved with the dataset