ValerianRey / fed_iot_guard
Detection of IoT devices infected by malwares from their network communications, using federated machine learning
☆39Updated 10 months ago
Alternatives and similar repositories for fed_iot_guard:
Users that are interested in fed_iot_guard are comparing it to the libraries listed below
- FL-based intrusion detection system development using model averaging.☆36Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆28Updated 2 years ago
- ☆13Updated last month
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆14Updated 11 months ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆20Updated 3 years ago
- ☆21Updated 5 months ago
- Adaptive Federated Learning Approach to DDoS attack detection☆45Updated 4 months ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆21Updated last year
- ☆9Updated last year
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆10Updated 2 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆12Updated last year
- Federated Learning in Network Intrusion Detection☆11Updated 2 years ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆123Updated last year
- 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。☆23Updated last year
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆33Updated 2 years ago
- ☆13Updated 2 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆31Updated 4 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆32Updated 3 years ago
- ☆11Updated 2 years ago
- ☆40Updated 2 years ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆21Updated 2 years ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆14Updated 5 months ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆19Updated 2 years ago
- ☆16Updated 4 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆21Updated 4 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆27Updated 6 months ago
- Journal Article: Telematics and Informatics Reports☆11Updated last year
- Classifying different types of attacks in VANET system using federated learning and comparing the accuracy, precision and recall values w…☆10Updated 4 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆15Updated 2 years ago