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33 repositories

TinyML-NetworkSecurity-EVCI
Public
TinyML-based Intrusion Detection for Electric Vehicle Charging Infrastructure (EVCI), utilizing feature selection and hybrid pruning for efficient real-time cyb…
Jupyter Notebook
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MIT License
•1•0•0•0•Updated Feb 2, 2026Feb 2, 2026
EVCI-Pruning
Public
With the increasing demand for real-time processing on IoT devices, optimizing machine learning models' size, latency, and efficiency is crucial. This repositor…
Jupyter Notebook
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MIT License
•0•3•0•0•Updated Feb 2, 2026Feb 2, 2026
AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security
Public
This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Networ…
machine-learning deep-learning feature-selection cybersecurity hyperparameter-optimization ids feature-engineering network-automation hyperparameter-tuning concept-drift
Jupyter Notebook
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MIT License
•12•43•0•0•Updated Dec 19, 2025Dec 19, 2025
TinyML_EVCI
Public
This repository contains code for comparing traditional Machine Learning (ML) and Tiny Machine Learning (TinyML) in terms of time, memory usage, and performance…
Python
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MIT License
•3•8•0•0•Updated Dec 17, 2025Dec 17, 2025
Multi-Objective-Optimization-AutoML-based-Intrusion-Detection-System
Public
This repository includes code for the paper “Toward Autonomous and Efficient Cybersecurity: A Multi Objective AutoML based Intrusion Detection System” published…
Jupyter Notebook
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MIT License
•10•10•0•0•Updated Nov 19, 2025Nov 19, 2025
Intrusion-Detection-System-Using-Machine-Learning
Public
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means…
machine-learning random-forest xgboost hyperparameter-optimization intrusion-detection lightgbm ensemble-learning kmeans autonomous-vehicles bayesian-optimization
Jupyter Notebook
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MIT License
•154•566•0•0•Updated Aug 6, 2025Aug 6, 2025
Cross-Layer-Autonomous-Cybersecurity-Framework
Public
This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks" published in IEEE T…
machine-learning data-stream feature-selection cybersecurity hyperparameter-optimization intrusion-detection adaptive-learning drift online-learning streaming-data
Jupyter Notebook
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MIT License
•5•14•0•0•Updated Mar 5, 2025Mar 5, 2025
AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-System
Public
This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection" accepted in A…
machine-learning deep-learning feature-selection cybersecurity hyperparameter-optimization ids feature-engineering network-automation hyperparameter-tuning automl
Jupyter Notebook
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MIT License
•5•34•0•0•Updated Nov 8, 2024Nov 8, 2024
Signal-Processing-for-Machine-Learning
Public
This repository serves as a platform for posting a diverse collection of Python codes for signal processing, facilitating various operations within a typical si…
Jupyter Notebook
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MIT License
•6•27•0•0•Updated Oct 16, 2024Oct 16, 2024
FDE
Public
This repository includes the implementation to the Feature Drift Explanation method for identifying drift source in a cyber-security attack scenario.
Jupyter Notebook
•1•1•0•0•Updated Sep 5, 2024Sep 5, 2024
TRL-HPO
Public
This code includes the implementation of a Transformer-based Reinforcement Learning approach for Hyper-parameter Optimization
Python
•1•2•0•0•Updated Sep 5, 2024Sep 5, 2024
WrapperRL
Public
This code includes the implementation of WrapperRL method that progressively selects image patches of industrial data mirroring the forward feature selection pr…
Python
•1•1•0•0•Updated Sep 5, 2024Sep 5, 2024
CsFL
Public
0•0•0•0•Updated Aug 20, 2024Aug 20, 2024
Joint-Instantaneous-Amplitude-Frequency-Analysis-for-Vibration-Based-Condition-Monitoring
Public
Jupyter Notebook
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MIT License
•1•8•0•0•Updated May 19, 2024May 19, 2024
Vibration-Based-Fault-Diagnosis-with-Low-Delay
Public
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay,…
signal-processing industrial-automation fourier-transform wavelet-analysis industry-4 fault-detection predictive-maintenance smart-manufacturing fault-diagnosis signal-decomposition
Jupyter Notebook
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MIT License
•23•94•1•0•Updated May 16, 2024May 16, 2024
AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
Public
Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning
iot machine-learning deep-learning model-selection data-preprocessing feature-engineering hyperparameter-tuning concept-drift automl intrusion-detection-system
Jupyter Notebook
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MIT License
•110•629•1•0•Updated May 14, 2024May 14, 2024
Zero-Touch-Network-and-AutoML-Case-Study
Public
This repository includes code for the AutoML-based case study for zero-touch networks presented in the paper "Zero-touch networks: Towards next-generation netwo…
MIT License
•1•0•0•0•Updated Mar 5, 2024Mar 5, 2024
OASW-Concept-Drift-Detection-and-Adaptation
Public
An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Frame…
iot machine-learning random-forest svm data-stream xgboost hyperparameter-optimization lightgbm drift bayesian-optimization
Jupyter Notebook
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MIT License
•19•55•1•0•Updated Jan 20, 2024Jan 20, 2024
Data-driven-Methods-for-the-Reduction-of-Energy-Consumption-in-Warehouses-Use-Case
Public
This is the repository that includes the code of the use case in the paper titled "Data-driven Methods for the Reduction of Energy Consumption in Warehouses: Us…
Jupyter Notebook
•3•6•0•0•Updated Aug 18, 2023Aug 18, 2023
PWPAE-Concept-Drift-Detection-and-Adaptation
Public
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 en…
iot machine-learning data-stream lightgbm adaptive-learning ensemble-learning drift online-learning streaming-data real-time-analytics
Jupyter Notebook
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MIT License
•46•219•0•0•Updated Jun 5, 2023Jun 5, 2023
hierarchical-CO2
Public
This is a repository that includes the code used in the paper titled "Hierarchical Modelling for CO2 Variation Prediction for HVAC System Operation"
Python
•2•1•0•0•Updated May 25, 2023May 25, 2023
CorrFL
Public
This repository includes the code used in the paper titled "CorrFL: Correlation-based Neural Network Architecture for Unavailability Concerns in a Heterogeneous…
Python
•1•3•0•0•Updated May 24, 2023May 24, 2023
Intrusion-Detection-System-Using-CNN-and-Transfer-Learning
Public
Code for intrusion detection system (IDS) development using CNN models and transfer learning
machine-learning deep-learning cnn hyperparameter-optimization intrusion-detection ensemble-learning convolutional-neural-networks transfer-learning can-bus autonomous-vehicles
Jupyter Notebook
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MIT License
•47•197•2•0•Updated Apr 21, 2023Apr 21, 2023
SB-PdM-a-tool-for-predictive-maintenance-of-rolling-bearings-based-on-limited-labeled-data
Public
SB-PdM is a non-machine learning code to perform Predictive Maintenance (PdM) of rolling bearings without the need to train a classifier. In SM-PdM, the classi…
Jupyter Notebook
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MIT License
•3•3•0•0•Updated Feb 25, 2023Feb 25, 2023
Similarity-Based-Predictive-Maintenance-Framework-for-Rotating-Machinery
Public
Python code “Jupyter notebooks” for the paper entitled " Similarity-Based Predictive Maintenance Framework for Rotating Machinery" has been presented in the Fif…
signal-processing industrial-automation fourier-transform industry-4 fault-detection predictive-maintenance short-time-fourier-transform smart-manufacturing fault-diagnosis
Jupyter Notebook
•1•13•0•0•Updated Feb 3, 2023Feb 3, 2023
MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation
Public
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-…
iot machine-learning data-stream adaptive-learning ensemble-learning data-preprocessing drift feature-engineering online-learning streaming-data
Jupyter Notebook
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MIT License
•8•34•0•0•Updated Jan 11, 2023Jan 11, 2023
Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Public
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Jupyter Notebook
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MIT License
•303•0•0•0•Updated Nov 24, 2022Nov 24, 2022
5G-Core-Networks-Datasets
Public
MIT License
•3•22•1•0•Updated Aug 8, 2022Aug 8, 2022
DNS_Typosquatting_Detection_Datasets
Public
This repository contains the datasets used as part of the OC2 lab's work on DNS Typosquatting Detection using machine learning methods
MATLAB
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MIT License
•2•2•0•0•Updated May 7, 2021May 7, 2021
FL-IOV-ITS
Public
Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems" accepted for publ…
Jupyter Notebook
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MIT License
•3•27•0•0•Updated Apr 9, 2021Apr 9, 2021

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Western OC2 Lab

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33 repositories

TinyML-NetworkSecurity-EVCI

EVCI-Pruning

AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security

TinyML_EVCI

Multi-Objective-Optimization-AutoML-based-Intrusion-Detection-System

Intrusion-Detection-System-Using-Machine-Learning

Cross-Layer-Autonomous-Cybersecurity-Framework

AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-System

Signal-Processing-for-Machine-Learning

FDE

TRL-HPO

WrapperRL

CsFL

Joint-Instantaneous-Amplitude-Frequency-Analysis-for-Vibration-Based-Condition-Monitoring

Vibration-Based-Fault-Diagnosis-with-Low-Delay

AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

Zero-Touch-Network-and-AutoML-Case-Study

OASW-Concept-Drift-Detection-and-Adaptation

Data-driven-Methods-for-the-Reduction-of-Energy-Consumption-in-Warehouses-Use-Case

PWPAE-Concept-Drift-Detection-and-Adaptation

hierarchical-CO2

CorrFL

Intrusion-Detection-System-Using-CNN-and-Transfer-Learning

SB-PdM-a-tool-for-predictive-maintenance-of-rolling-bearings-based-on-limited-labeled-data

Similarity-Based-Predictive-Maintenance-Framework-for-Rotating-Machinery

MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation

Hyperparameter-Optimization-of-Machine-Learning-Algorithms

5G-Core-Networks-Datasets

DNS_Typosquatting_Detection_Datasets

FL-IOV-ITS

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All

Repositories list

33 repositories