Table 1 Related work comparative
From: Intrusion detection model using machine learning algorithm on Big Data environment
Related work | Big Data tool | Algorithm | Dataset |
|---|---|---|---|
[7] | Apache Spark | K-Means | KDD 99 |
[8] | Anaconda | K-Means++ | KDD 99 |
[9] | Anaconda | Decision tree | KDD 99 |
[10] | Apache Spark | SVM, Naïve Bayes, Decision Tree and Random Forest | UNSW-NB 15 |
[11] | Apache Storm | C-SVM | KDD 99 |
[12] | Apache Spark | Neural network, SVM, DT, Naïve Bayes and Random forest | Synchrophasor |
[13] | Apache Spark | Naïve Bayes, REP TREE, Random Tree, Random Forest, Random Committee, Bagging and Randomizable Filtered | UNSW-NB 15 |
[14] | Apache Spark | SVM | KDD 99 |
[15] | Hadoop | Parallel Naïve Bayes | KDD 99 |