nepiskopos / simple_ids_with_tffLinks
Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the TensorFlow Federated framework.
☆17Updated 3 years ago
Alternatives and similar repositories for simple_ids_with_tff
Users that are interested in simple_ids_with_tff are comparing it to the libraries listed below
Sorting:
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Updated last year
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆11Updated 3 years ago
- Federated Learning in Network Intrusion Detection☆13Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆32Updated 3 years ago
- ☆16Updated 10 months ago
- ☆14Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆40Updated 3 years ago
- ☆21Updated last year
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆36Updated 3 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 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
- Adaptive Federated Learning Approach to DDoS attack detection☆52Updated last year
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆28Updated 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…☆15Updated 3 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆13Updated 3 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…☆57Updated 4 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Updated 2 years ago
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆26Updated 4 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Updated last year
- Implementation of a Federated Learning based CNN model☆17Updated 5 years ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34Updated 5 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Updated 2 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆12Updated last year
- A try for federated learning with Resnet on CIFAR10 using Cloud-Edge-Client framework.☆21Updated 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
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated 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。☆29Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆89Updated 3 years ago
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆20Updated 4 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆196Updated 2 years ago