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 3 years ago
Alternatives and similar repositories for FL-IDS-KD
Users that are interested in FL-IDS-KD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CNN网络入侵检测☆58Apr 12, 2024Updated 2 years ago
- 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
- ☆11Apr 4, 2022Updated 4 years 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☆17Dec 1, 2023Updated 2 years ago
- ☆15Jan 20, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆36Dec 18, 2022Updated 3 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 3 years ago
- Secure and Scalable Federated Learning using Serverless Computing☆14Jan 31, 2024Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆46Dec 18, 2022Updated 3 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 3 years ago
- 机器学习作业，机器学习和深度学习方法实现入侵检测☆36Apr 19, 2022Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆93Oct 27, 2022Updated 3 years ago
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆20Jan 7, 2026Updated 8 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 3 years ago
- 机器学习/深度学习实现入侵检测项目☆61Mar 23, 2023Updated 3 years ago
- 蓝牙安全检测项目☆12Jan 31, 2023Updated 3 years ago
- The implementation of our IEEE S&P 2024 paper "Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples".☆11Jun 28, 2024Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆26Apr 1, 2025Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 5 years ago
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- NSL KDD binary classification with Transformer☆10Aug 17, 2020Updated 6 years ago
- The implementations of paper "Energy and Performance-Aware Task Scheduling in a Mobile Cloud Computing Environment"☆14Dec 6, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 使用贝叶斯、神经网络、KNN进行入侵检测（KDD-CUP99）☆81Jul 1, 2020Updated 6 years ago
- AutoFR generates filter rules for the web to block ads while considering visual breakage automatically.☆11Mar 12, 2024Updated 2 years ago
- 本项目是一个基于Python的自动化数据爬取应用，旨在从懂车帝网站（https://www.dongchedi.com ）爬取汽车系列及其模型的详细信息和相关图片。整个项目分为两个主要部分：第一部分使用Selenium和BeautifulSoup库来爬取汽车系列的基本信息，…☆19Mar 30, 2024Updated 2 years ago
- ☆150Mar 30, 2023Updated 3 years ago
- Xilinx Blockchain Machine for Hyperledger Fabric.☆14Oct 30, 2023Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 2024Updated 2 years ago
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆24Mar 4, 2025Updated last year
- The official implementation of DMEL the method presented in the paper "DMEL: The differentiable log-Mel spectrogram as a trainable layer …☆24Dec 21, 2024Updated last year
- The OPE lib extracted from CryptoDb☆17Jun 3, 2016Updated 10 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.
- 基于信誉共识和联邦学习的异构车联网交通预测与规划☆13Sep 4, 2023Updated 3 years ago
- 机器学习&深度学习网站资源汇总（Machine Learning Resources）☆16Sep 20, 2018Updated 8 years ago
- Ariadne is a new compressed swap scheme for mobile devices that reduces application relaunch latency and CPU usage while increasing the n…☆15Feb 19, 2025Updated last year
- Reproduce Paper "Federated Learning with Non-IID Data"☆10May 3, 2021Updated 5 years ago
- NSL-KDD (for network-based intrusion detection systems (IDS)) is a dataset suggested to solve some of the inherent problems of the parent…☆12Feb 11, 2022Updated 4 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Nov 1, 2023Updated 2 years ago
- Causing a DDOS attack and mitigating it using blockchain and smart contracts.☆12Apr 26, 2018Updated 8 years ago