Top 4 kdd99 open source projects

Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN

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python data-science machine-learning data-mining svm pca ids intrusion-detection dimensionality-reduction data-mining-algorithms knn intrusion-detection-system kdd99 kdd-dataset

kdd99-scikit

Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn

✭ 50

python scikit-learn intrusion-detection mlp confusion-matrix decision-tree kdd99

UNSW NB15

Feature coded UNSW_NB15 intrusion detection data.

✭ 50

intrusion-detection intrusion kdd99 unsw-nb15

ML-ATIC

Abnormal Traffic Identification Classifier based on Machine Learning. My code for undergraduate graduation design.

✭ 24

java machine-learning netflow decision-tree-classifier kdd99 abnormal-traffic-identification

1-4 of 4 kdd99 projects