iZRJ / Federated-Learning-Based-Intrusion-Detection-SystemLinks
FL-based intrusion detection system development using model averaging.
☆40Updated 2 years ago
Alternatives and similar repositories for Federated-Learning-Based-Intrusion-Detection-System
Users that are interested in Federated-Learning-Based-Intrusion-Detection-System are comparing it to the libraries listed below
Sorting:
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆30Updated 2 years ago
- ☆14Updated 2 years ago
- ☆15Updated 7 months ago
- ☆21Updated 10 months 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 9 months ago
- Federated Learning in Network Intrusion Detection☆13Updated 2 years ago
- ☆14Updated last year
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆25Updated last year
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆19Updated last year
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆126Updated 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
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆18Updated 3 months ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数据集上进行了验证。☆29Updated 2 years ago
- ☆11Updated 3 years ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆17Updated 3 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆45Updated last year
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆46Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆22Updated 5 months ago
- 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
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Updated last year
- ☆45Updated 3 years ago
- ☆88Updated last year
- ☆16Updated 3 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated last year
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆20Updated 8 months ago
- source code for USENIX Security paper xNIDS☆49Updated last year
- A project from EECS6414M of Winter 2020 at York University☆11Updated 5 years ago