Intrusion Attacks on the networks,Datasets conists of thousand of records and its preprocessed followed by feature engg and selection.after Feature selection features reduced to 6.then using keras applying ANN,relu,binarycross entropy,adam optimzer. Accuracy score of the model is 98.2