Federated Learning in Network Intrusion Detection
☆15Feb 22, 2023Updated 3 years ago
Alternatives and similar repositories for MScProject
Users that are interested in MScProject are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- wx☆11Aug 14, 2022Updated 3 years ago
- ☆19Feb 5, 2025Updated last year
- FL-based intrusion detection system development using model averaging.☆46Dec 18, 2022Updated 3 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 3 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Nov 24, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆35Dec 18, 2022Updated 3 years ago
- Network Intrusion Detection using GNN☆28Feb 13, 2025Updated last year
- ☆17Apr 1, 2025Updated last year
- Hybrid approach combining LSTM and Graph Convolutional Networks (GCN) for real-time anomaly detection in dynamic computer network data.☆11Jun 14, 2025Updated last year
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆26Apr 1, 2025Updated last year
- ☆50Dec 25, 2025Updated 6 months ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16May 29, 2023Updated 3 years ago
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12May 17, 2021Updated 5 years ago
- ☆16Dec 7, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Federated Learning (FL) experiment simulation in Python.☆23Mar 19, 2026Updated 4 months ago
- ☆19Feb 20, 2024Updated 2 years ago
- ☆19Jan 2, 2025Updated last year
- ☆16Feb 26, 2025Updated last year
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆20May 28, 2025Updated last year
- Binary Classification for detecting intrusion network attacks. In order, to emphasize how a network packet with certain features may have…☆29Dec 19, 2021Updated 4 years ago
- ☆25Aug 7, 2023Updated 2 years ago
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆20Jan 7, 2026Updated 6 months ago
- ☆15Jul 31, 2017Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆24Aug 8, 2022Updated 3 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆11Jul 11, 2023Updated 3 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆26Nov 16, 2023Updated 2 years ago
- FL-TP: Federated Learning-based Vehicle Trajectory Prediction Algorithm against Cyberattacks☆26Jun 20, 2024Updated 2 years ago
- This is a small project for interpreting PDF by using GPT☆19May 6, 2023Updated 3 years ago
- Download UNSW-NB15 and CIC-IDS2017 Datasets for Network Intrusion Detection (NIDS)☆33Aug 2, 2023Updated 2 years ago
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆14Dec 4, 2023Updated 2 years ago
- Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My work at NCSU for…☆14Dec 11, 2024Updated last year
- ☆13Sep 1, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆12Dec 26, 2025Updated 6 months ago
- ☆14Apr 26, 2022Updated 4 years ago
- PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS☆15Jun 28, 2023Updated 3 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆32Feb 23, 2026Updated 5 months ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 4 months ago
- ☆11Nov 21, 2022Updated 3 years ago
- Official implementation of "GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning"☆33Feb 28, 2022Updated 4 years ago