Grassandgrass / sdn_FLView external linksLinks
基于联邦学习和深度残差网络的sdn入侵检测研究
☆17Jun 17, 2024Updated last year
Alternatives and similar repositories for sdn_FL
Users that are interested in sdn_FL are comparing it to the libraries listed below
Sorting:
- 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。☆31Jun 29, 2023Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆25Apr 1, 2025Updated 10 months ago
- CNN网络入侵检测☆58Apr 12, 2024Updated last year
- ☆12Aug 26, 2022Updated 3 years ago
- ☆14Apr 1, 2025Updated 10 months ago
- this sdn project would use the ryu controller and classify the flows as being the elephant or mice depending upon time and bandwidth☆10Mar 3, 2021Updated 4 years ago
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆13Aug 28, 2024Updated last year
- Software Defined Networking, Network Slicing, Traffic Classification, Flow Scheduling, Mininet, RYU.☆10Apr 24, 2022Updated 3 years ago
- A small CTFd plugin to send notifications about solves and admin announcements to Slack/Discord/Telegram☆13Oct 20, 2021Updated 4 years ago
- 蓝牙安全检测项目☆10Jan 31, 2023Updated 3 years ago
- The goal of this repository is to help introductory programming students understand objects, inheritance, polymorphism and compiling java…☆33Apr 1, 2022Updated 3 years ago
- SDN traffic matrix prediction with LSTM☆14Feb 18, 2022Updated 3 years ago
- Intrusion Detection System, IDS，Cyberattack Detection，Pytorch，Transformer☆11Oct 17, 2022Updated 3 years ago
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- 云南大学选课脚本 重构版，提供余课提醒服务，实现了自动抢课☆18Jan 20, 2026Updated 3 weeks ago
- 采用VAE模型实现网络流量异常检测，并结合联邦学习与蒸馏学习☆14Dec 1, 2023Updated 2 years ago
- NILM (Non-intrusive Load Monitoring) 实验代码与结果 本仓库包含使用深度学习模型（LSTM、RNN 和 MultiHead Transformer）进行非侵入式负荷检测的代码和实验结果。NILM 技术用于从总负荷数据中提取各个电器的用电信…☆15Oct 21, 2024Updated last year
- pytorch 使用AlexNet 实现猫狗二分类☆17May 26, 2022Updated 3 years ago
- GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting☆15Mar 12, 2023Updated 2 years ago
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆19Jan 7, 2026Updated last month
- Exploring CXL on QEMU Emulation☆36Mar 4, 2025Updated 11 months 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 last year
- Software Defined Network traffic classification☆21May 29, 2021Updated 4 years ago
- Mininet Flow Generator☆19Jul 15, 2018Updated 7 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆106Oct 19, 2023Updated 2 years ago
- Implemented entropy-based detection using Python to allow POX controller to detect UDP Flood Attack in the simulated networks using Minin…☆22Dec 18, 2018Updated 7 years ago
- Intrusion Detection Systems (IDSs) and Intrusion Prevention Systems (IPSs) are the most important defense tools against the sophisticated…☆23Oct 16, 2020Updated 5 years ago
- sdn routing based on reinforcement learning☆26Jun 18, 2015Updated 10 years ago
- Home of ALP/GraphBLAS and ALP/Pregel, featuring shared- and distributed-memory auto-parallelisation of linear algebraic and vertex-centri…☆33Updated this week
- HUST计算机网络安全实验（SEEDLAB翻译版）记录：TCP协议漏洞利用、DNS攻击、VPN实现。☆27Nov 2, 2021Updated 4 years ago
- This repository describes the demonstration of encrypted network traffic classification in SDN environment. A testbed is created using Mi…☆24Nov 17, 2022Updated 3 years ago
- Tigon: A Distributed Database for a CXL Pod [OSDI '25]☆45Nov 25, 2025Updated 2 months ago
- 运行在linux上的C/C++简易聊天室，可支持多人聊天和私聊☆29Apr 30, 2023Updated 2 years ago
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆39Dec 24, 2023Updated 2 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆33Feb 6, 2023Updated 3 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆42Jul 15, 2023Updated 2 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆36Aug 16, 2022Updated 3 years ago
- 在当前的数字时代，随着网络攻击日益复杂和频繁，网络安全成为了保障信息安全的重中之重。尤其是在网络入侵检测领域，传统的基于规则的检测方法已经难以应对日新月异的攻击技术。因此，利用深度学习技术进行网络入侵检测成为了研究的新趋势。本项目旨在开发一种基于卷积神经网络（CNN）和Tr…☆35Apr 7, 2024Updated last year
- Deep learning based Intrusion Detection System☆34Apr 26, 2020Updated 5 years ago