cicids

There are 5 repositories under cicids topic.

  • HoangNV2001/Real-time-IDS

    Real-time Intrusion Detection System implementing Machine Learning. We combine Supervised Learning (RF) for detecting known attacks from CICIDS 2018 & SCVIC-APT datasets, and Unsupervised Learning (AE) for anomaly detection.

    Language:Python30227

  • vvsotnikov/LSTM-IDS

    Network data classifier based on the recurrent neural network.

    Language:Python22205

  • WhiteHatCyberus/Deep-Learning-Evaluation-of-IDS-Datasets

    Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.

    Language:Jupyter Notebook11100

  • massimo-guarascio/dnn_ensemble_ids

    DNN-Ensemble IDS is a machine learning based classification model for intrusion detection exploiting ensembles of classifiers.

    Language:Python9105

  • George9822/CICIDS_2017and2018_IntrusionDetectionSystem

    This project aims to identify and classify the anomalies captured in network traffic using different machine learning strategies. After the reults are given, I compared the results of two classical approaches for supervised learning: RandomForest and SVM on a large public combined dataset made from CICIDS2017 dataset and CICIDS2018.

    Language:Jupyter Notebook8101