Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"
☆36Dec 18, 2022Updated 3 years ago
Alternatives and similar repositories for SSFL-IDS
Users that are interested in SSFL-IDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FL-based intrusion detection system development using model averaging.☆47Dec 18, 2022Updated 3 years ago
- ☆20Feb 5, 2025Updated last year
- Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning☆11Nov 27, 2023Updated 2 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Apr 29, 2024Updated 2 years ago
- Federated Learning in Network Intrusion Detection☆16Feb 22, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Feb 24, 2020Updated 6 years ago
- ☆15Jan 20, 2023Updated 3 years ago
- wx☆11Aug 14, 2022Updated 4 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。☆30Jun 29, 2023Updated 3 years ago
- ☆22Oct 22, 2024Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 2024Updated 2 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Nov 24, 2022Updated 3 years ago
- ☆10Apr 5, 2023Updated 3 years ago
- NEGSC☆47May 30, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆205Apr 20, 2026Updated 6 months ago
- This repository contains the code for paper, ''Cyber-Physical Intrusion Detection System for Unmanned Aerial Vehicles,” in IEEE Transacti…☆15Feb 25, 2024Updated 2 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 4 years ago
- ☆18Apr 1, 2025Updated last year
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Dec 23, 2023Updated 2 years ago
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆16Jan 22, 2025Updated last year
- 基于联邦学习和深度残差网络的sdn入侵检测研究☆18Jun 17, 2024Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆28Apr 1, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A PyTorch implementation of of E-GraphSAGE.☆109Jun 30, 2022Updated 4 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆36Aug 16, 2022Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated 2 years ago
- ☆27Aug 7, 2023Updated 3 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆209Sep 8, 2021Updated 5 years ago
- ☆24Nov 9, 2020Updated 5 years ago
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆31Aug 28, 2025Updated last year
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Jan 12, 2022Updated 4 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆45Dec 6, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆16Mar 5, 2025Updated last year
- ☆12Sep 24, 2026Updated last month
- source code for USENIX Security paper xNIDS☆61Aug 27, 2024Updated 2 years ago
- ☆50Dec 25, 2025Updated 10 months ago
- A Graph Neural Network-based Intrusion Detection System☆36Aug 12, 2024Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 3 years ago
- "CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection" Code, move from github.com/leyiweb/CAN_…☆20Oct 2, 2025Updated last year