cicids

There are 0 repository under cicids topic.

vvsotnikov / LSTM-IDS
Network data classifier based on the recurrent neural network.
cicids deep-learning deep-neural-networks intrusion-detection-system python tensorflow tensorflow2
Language:Python 22
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.
anomaly-detection autoencoder intrusion-detection-system network-monitoring real-time supervised-learning unsupervised-learning explainable-ai apt cicids
Language:Python 18
massimo-guarascio / dnn_ensemble_ids
DNN-Ensemble IDS is a machine learning based classification model for intrusion detection exploiting ensembles of classifiers.
intrusion-detection-system deep-learning ensemble-learning unbalanced-datasets cicids residual-networks
Language:Python 9
WhiteHatCyberus / Deep-Learning-Evaluation-of-IDS-Datasets
Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.
cicids nids nsl ids kddcup network cnn computer-science convolutional-neural-networks cybersecurity deep-learning deep-neural-networks lstm lstm-model networksecurity
Language:Jupyter Notebook 9
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.
cicids data-science intrusion-detection-system machine-learning scikit-learn python
Language:Jupyter Notebook 5

cicids

vvsotnikov / LSTM-IDS

HoangNV2001 / Real-time-IDS

massimo-guarascio / dnn_ensemble_ids

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

George9822 / CICIDS_2017and2018_IntrusionDetectionSystem