Skip to content
Analysis of Network Intrusion Detection
Jupyter Notebook
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
Reference Publications
code
Readme.MD

Readme.MD

Dataset and Instructions

Instructions http://kdd.ics.uci.edu/databases/kddcup99/task.html

Download Dataset at http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html

References

Source Algorithm Source Link implemented Link Remarks
TensorFlow Neural Network Modeling Official_doc colab_file More to be done, eg. RNN, CNN, etc.
Kaggle_docs Random_Forest kaggle_kernel code/RandomForest.ipynb Correctness of the implementation need to be verified.
TowardsDataScience Classifying imbalanced dataset link - for reference only
KDNuggets Feature Selection link - For reference
KDNuggets Evaluation Matrices link - For reference
Github LIME link code/MultinomialNB.ipynb For explaining predictions
Medium Feature Selection using Covariance link - For feature reduction

Contributors

Arun Jain 
PV Sai Charan
Khalid Parvez
Dhurender
Aakash
Rahul Raj
You can’t perform that action at this time.