Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.
☆35Jan 13, 2024Updated 2 years ago
Alternatives and similar repositories for fl-ids
Users that are interested in fl-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:
- Decentralized Identity☆12Dec 8, 2021Updated 4 years ago
- ☆15Jan 20, 2023Updated 3 years ago
- FL-based intrusion detection system development using model averaging.☆46Dec 18, 2022Updated 3 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 3 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Network System Intrusion Detection using Graph Neural Networks☆22Aug 1, 2023Updated 2 years ago
- ☆19Feb 5, 2025Updated last year
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆23May 13, 2022Updated 4 years ago
- ☆50Dec 25, 2025Updated 6 months ago
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆18Sep 1, 2021Updated 4 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆25Apr 28, 2023Updated 3 years ago
- Face Verification Example with Flower / Federated Learning☆12Apr 3, 2023Updated 3 years ago
- Extracting data and analyzing the network traffic flow☆13Jul 19, 2018Updated 7 years ago
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆35Dec 18, 2022Updated 3 years ago
- A simple Asynchronous Federated Learning!☆11Dec 24, 2024Updated last year
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆10Nov 19, 2021Updated 4 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精度,缓解用户孤立的问题☆36Apr 21, 2022Updated 4 years ago
- End-to-End Gradient Inversion (Gradient Leakage in Federated Learning) 【https://ieeexplore.ieee.org/document/9878027】☆11Aug 19, 2022Updated 3 years ago
- Simple dapp for Ethereum☆14Sep 2, 2021Updated 4 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- A Docker-Based Federated Learning Framework Design and Deployment for Multi-modal Data Stream Classification☆13Feb 15, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 双向身份认证系统☆10Nov 25, 2021Updated 4 years ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆15Oct 13, 2023Updated 2 years ago
- ☆13Apr 26, 2022Updated 4 years ago
- 基于机器学习的网络入侵检测系统☆27Aug 11, 2024Updated last year
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- 🚀 Leveraging advanced RNN with LSTM for efficient, real-time anomaly detection in IoT networks, optimized for performance in resource-co…☆14Nov 25, 2023Updated 2 years ago
- From Gradient Leakage to Adversarial Attacks in Federated Learning☆16Sep 21, 2021Updated 4 years ago
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- 社工库demo☆12May 24, 2021Updated 5 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.
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆92Sep 19, 2020Updated 5 years ago
- [Frontiers in Comp. Neuro.] Deep Attention Super-Resolution of Brain Magnetic Resonance Images Acquired Under Clinical Protocols☆17Aug 25, 2022Updated 3 years ago
- ☆19Mar 18, 2021Updated 5 years ago
- 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
- 这是一个基于Python的网络入侵检测与防御系统,提供实时流量分析、攻击检测、自动防御和可视化监控功能。☆70Jun 9, 2025Updated last year
- 2D Convolutional KAN Layers with different types of activation functions☆13Sep 29, 2024Updated last year
- 嵌入式linux的内核移植、根文件系统制作、系统启动过程、Makefile解读、make menuconfig配置等☆22Jan 7, 2018Updated 8 years ago