yuweisunn / segmented-FLLinks
☆14Updated 2 years ago
Alternatives and similar repositories for segmented-FL
Users that are interested in segmented-FL are comparing it to the libraries listed below
Sorting:
- FL-based intrusion detection system development using model averaging.☆40Updated 2 years ago
- ☆21Updated 11 months ago
- ☆15Updated 8 months ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆30Updated 2 years ago
- Federated Learning in Network Intrusion Detection☆13Updated 2 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
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Updated 2 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆19Updated last year
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Updated last year
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆47Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆86Updated 2 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆12Updated last year
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆35Updated 3 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆12Updated 2 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆41Updated last year
- Adaptive Federated Learning Approach to DDoS attack detection☆50Updated 10 months ago
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆18Updated 4 months ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆18Updated 3 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆11Updated 2 years ago
- ☆14Updated last year
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 3 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Updated 2 years ago
- CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level☆18Updated 3 months ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆187Updated 2 years ago
- LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification☆17Updated 2 years ago
- Journal Article: IEEE Access☆15Updated last year
- 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
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆27Updated last year
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆47Updated 5 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago