项目作者: akbarhusnoo

项目描述 :
Implement and train a machine-learning based Security Intrusion Detection model using Python.
高级语言: Python
项目地址: git://github.com/akbarhusnoo/Intrusion-Detection-with-KDD-Cup-99-Dataset.git


Machine learning based intrusion detection models (Gaussian Naïve Bayes, Logistic Regression, SVM, ensembled AdaBoost, KNN and Decision Tree classification algorithms) with hyper-parameter tuning for anomaly detecion in KDD Cup’99 dataset.

Work done as part of an assignment by Muhammad Akbar Husnoo.