FarihaAnis / An-IoT-Network-Intrusion-Detection-and-Classification-System-with-XGBoost-using-CICIoT2023-DatasetLinks
Master of Data Science Project
☆10Updated 10 months ago
Alternatives and similar repositories for An-IoT-Network-Intrusion-Detection-and-Classification-System-with-XGBoost-using-CICIoT2023-Dataset
Users that are interested in An-IoT-Network-Intrusion-Detection-and-Classification-System-with-XGBoost-using-CICIoT2023-Dataset are comparing it to the libraries listed below
Sorting:
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆177Updated 4 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Updated last year
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆88Updated 5 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16Updated 2 years ago
- harshilpatel1799 / IoT-Network-Intrusion-Detection-and-Classification-using-Explainable-XAI-Machine-LearningThe continuing increase of Internet of Things (IoT) based networks have increased the need for Computer networks intrusion detection sys…☆56Updated 4 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆141Updated 3 years ago
- This is a code reproduction for the paper titled "N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders"☆10Updated 4 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆187Updated 2 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Updated last year
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆13Updated 2 years ago
- This repository is for exploring various ML and DL techniques for network intrusion detection☆11Updated 5 years ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆23Updated 3 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆50Updated 9 months ago
- AI & Machine Learning: Detection and Classification of Network Traffic Anomalies based on IoT23 Dataset☆81Updated 4 years ago
- FL-based intrusion detection system development using model averaging.☆40Updated 2 years ago
- A research project of anomaly detection on dataset IoT-23☆100Updated last year
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆63Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆74Updated 4 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆210Updated last year
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆230Updated 2 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆80Updated last year
- Machine Learning in Cybersecurity☆86Updated 4 months ago
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆28Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆86Updated 2 years ago
- This project aims to identify and classify the anomalies captured in network traffic using different machine learning strategies. After t…☆12Updated 3 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆47Updated 5 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- Bhageerath123 / Machine-Learning-Models-for-Detecting-Malicious-Traffic-in-IoT-Devices-using-IoT-23-Dataset☆10Updated 4 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- manojkumar-github / Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRUAn Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆33Updated 7 years ago