ANN-for-NSL-KDD-master

  An ANN for network intrusion detection. Dataset is the NSL-KDD. Also using PCA for feature reduction.

ANN-for-NSL-KDD-master
......................\checkNNGradients.m,2054,2017-04-01
......................\computeNumericalGradient.m,1095,2017-04-01
......................\data.mat,5738203,2017-04-01
......................\debugInitializeWeights.m,841,2017-04-01
......................\fmincg.m,8749,2017-04-01
......................\input.mat,2705333,2017-04-01
......................\iteration-50-thetaVec.mat,5785288,2017-04-01
......................\iteration-50.mat,69383,2017-04-01
......................\KDDTest%2B.txt,3307369,2017-04-01
......................\KDDTrain%2B changed.txt,17725768,2017-04-01
......................\KDDTrain%2B.txt,18429500,2017-04-01
......................\main.asv,2732,2017-04-01
......................\main.m,2732,2017-04-01
......................\nnCostFunction.asv,2508,2017-04-01
......................\nnCostFunction.m,2648,2017-04-01
......................\predict.m,241,2017-04-01
......................\randInitializeWeights.m,265,2017-04-01
......................\README.md,11,2017-04-01
......................\sigmoid.m,90,2017-04-01
......................\sigmoidGradient.m,172,2017-04-01
......................\tempY-dataset-test.mat,30369,2017-04-01
......................\test-X.mat,501887,2017-04-01
......................\test.m,641,2017-04-01
......................\weights-100-thetaVec-50nodes.mat,34797,2017-04-01
......................\weights-100-thetaVec.mat,69313,2017-04-01
......................\weights-100.mat,69427,2017-04-01
......................\weights-150-thetaVec-50nodes.mat,34802,2017-04-01
......................\weights-150-thetaVec.mat,69275,2017-04-01
......................\weights-150.mat,69394,2017-04-01
......................\weights-50-thetaVec-50nodes.mat,34794,2017-04-01
......................\weights-sampled-100.mat,34804,2017-04-01
......................\weights-sampled-1300.mat,34801,2017-04-01
......................\weights-sampled-200.mat,34798,2017-04-01
......................\weights-sampled-300.mat,34783,2017-04-01
......................\weights-sampled-50.mat,34820,2017-04-01
......................\weights-sampled-800.mat,34804,2017-04-01