6 results found Sort:

Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
98
397
mit
10
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
hpo kmeans xgboost catboost lightgbm stacking cicids2017 decision-tree random-forest cyber-security python-examples machine-learning network-security ensemble-learning autonomous-vehicles intrusion-detection bayesian-optimization intrusion-detection-system hyperparameter-optimization
Created 2021-05-25
50 commits to main branch, last one 11 months ago
Western-OC2-Lab
PWPAE-Concept-Drift-Detection-and-Adaptation Western-OC2-Lab
45
201
mit
20
Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for...
iot drift lightgbm cicids2017 data-stream concept-drift streaming-data change-detector drift-detection online-learning machine-learning adaptive-learning anomaly-detection ensemble-learning iot-data-analytics real-time-analytics intrusion-detection-system
Created 2021-08-16
33 commits to main branch, last one about a year ago
kahramankostas
Anomaly-Detection-in-Networks-Using-Machine-Learning kahramankostas
66
188
unknown
5
A thesis submitted for the degree of Master of Science in Computer Networks and Security
cicids2017 anomalydetection attack-filtering machine-learning anomaly-detection
Created 2018-10-25
13 commits to master branch, last one 3 years ago
othmbela
dbn-based-nids othmbela
16
70
apache-2.0
1
An Intrusion Detection System based on Deep Belief Networks
cicids2017 deep-learning deep-belief-networks intrusion-detection-system
Created 2022-05-13
50 commits to master branch, last one about a year ago
elifnurkarakoc
CICIDS2017 elifnurkarakoc
18
50
unknown
0
CICIDS2017 dataset
cicids2017 attack-filtering machine-learning anamoly-detection feature-selection
Created 2018-12-03
6 commits to master branch, last one 2 years ago
Western-OC2-Lab
MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation Western-OC2-Lab
7
31
mit
4
Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stre...
iot drift cicids2017 data-stream concept-drift streaming-data change-detector drift-detection online-learning machine-learning adaptive-learning anomaly-detection ensemble-learning data-preprocessing iot-data-analytics feature-engineering real-time-analytics intrusion-detection-system
Created 2022-10-01
26 commits to main branch, last one about a year ago