Alternatives and similar repositories for sdn_FL

Users that are interested in sdn_FL are comparing it to the libraries listed below

• goforself / FL-IDS-KD
  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。
  ☆28Updated 2 years ago
• vanlalruata / DCNNBiLSTM-An-Efficient-Hybrid-Deep-Learning-Based-Intrusion-Detection-System
  Journal Article: Telematics and Informatics Reports
  ☆11Updated 2 years ago
• NUAA-YANG / CNN
  CNN网络入侵检测
  ☆56Updated last year
• oqadiSAK / fl-ids
  Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.
  ☆28Updated last year
• doriguzzi / flad-federated-learning-ddos
  Adaptive Federated Learning Approach to DDoS attack detection
  ☆52Updated last year
• Wanggag / IDS
  机器学习作业，机器学习和深度学习方法实现入侵检测
  ☆36Updated 3 years ago
• Western-OC2-Lab / Intrusion-Detection-System-Using-CNN-and-Transfer-Learning
  Code for intrusion detection system (IDS) development using CNN models and transfer learning
  ☆195Updated 2 years ago
• dino-chiio / fedmse
  FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection
  ☆24Updated 8 months ago
• othmbela / dbn-based-nids
  An Intrusion Detection System based on Deep Belief Networks
  ☆89Updated 3 years ago
• cjj535 / FedVAE
  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
  ☆13Updated 2 years ago
• fcyfcy666 / IntrusionDetectNet-CNN-Transformer
  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…
  ☆33Updated last year
• iZRJ / Federated-Learning-Based-Intrusion-Detection-System
  FL-based intrusion detection system development using model averaging.
  ☆40Updated 2 years ago
• ritikaxx / Intrusion-Detection-for-Internet-Of-Vehicles
  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
• FrazHackz / Network-Intrusion-Detection-System-Deep-Learning
  Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)
  ☆12Updated 5 years ago
• huashishaojie / IDS-CNN
  使用卷积神经网络进行网络入侵检测，正确率可达99.5%
  ☆193Updated 6 years ago
• iZRJ / SSFL-IDS
  Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"
  ☆29Updated 2 years ago
• ghosh64 / transferability
  Improving Transferability of Network Intrusion Detection in a Federated Learning Setup
  ☆13Updated last year
• Jumabek / net_intrusion_detection
  Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
  ☆50Updated last year
• KKKc3231 / ML-DL_IDS
  机器学习/深度学习实现入侵检测项目
  ☆58Updated 2 years ago
• AltarIbnL / Network-anomaly-detection-with-deep-learning-along-with-UI
  ☆156Updated 2 years ago
• demonCoder95 / ML-based-IDS-CICIDS2017
  This is a simple DNN based application for an IDS based on the CICIDS2017 dataset
  ☆37Updated 5 years ago
• ZhangJiTaoA / An-Intrusion-Detection-Model-with-Transformer-BiLSTM
  ☆47Updated 3 years ago
• jayxsinha / Efficient-CNN-BiLSTM-for-Network-IDS
  Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS
  ☆118Updated 3 years ago
• hymoe / Intrusion-Detection-on-NSL-KDD
  Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…
  ☆31Updated 5 years ago
• PythonJulia / NSL-KDD-Data-Analysis
  NSL-KDD (for network-based intrusion detection systems (IDS)) is a dataset suggested to solve some of the inherent problems of the parent…
  ☆12Updated 3 years ago
• spttt / Per-FedAvg-APT
  PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…
  ☆20Updated last year
• liamdm / FlowTransformer
  ☆94Updated 2 years ago
• sunxingyui5 / Attention-CNN-Intrusion-Detection-System
  ⼀个有潜⼒的⽹络⼊侵检测算法，引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中，在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…
  ☆11Updated last year
• dwday / deep_learn_ids
  Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow
  ☆25Updated 2 years ago
• jiangph1001 / flow-feature
  Extract network flow features from PCAP files for machine learning and network analysis
  ☆92Updated 2 weeks ago