ValerianRey / fed_iot_guardLinks
Detection of IoT devices infected by malwares from their network communications, using federated machine learning
☆40Updated last year
Alternatives and similar repositories for fed_iot_guard
Users that are interested in fed_iot_guard are comparing it to the libraries listed below
Sorting:
- FL-based intrusion detection system development using model averaging.☆40Updated 3 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆32Updated 3 years ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆127Updated 2 years ago
- ☆21Updated last year
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Updated 2 years ago
- A project from EECS6414M of Winter 2020 at York University☆11Updated 5 years ago
- ☆48Updated 3 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆37Updated 4 years 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
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 4 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆49Updated last year
- Adaptive Federated Learning Approach to DDoS attack detection☆53Updated last year
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Updated 4 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆24Updated 9 months ago
- ☆16Updated 11 months ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆28Updated last year
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Updated last year
- A Federated Learning based Android Malware Classification System☆27Updated last year
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆145Updated 2 years ago
- Federated Learning in Network Intrusion Detection☆13Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆48Updated 5 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆37Updated 5 years ago
- CICIDS2017 dataset☆69Updated 4 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆84Updated 3 years 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
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆40Updated 8 months ago
- An Intrusion Detection System based on Deep Belief Networks☆89Updated 3 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆66Updated 5 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆196Updated 2 years ago
- ☆94Updated 2 years ago