Alternatives and similar repositories for GNN-NIDS

Users that are interested in GNN-NIDS are comparing it to the libraries listed below

• waimorris / Anomal-E
  A PyTorch implementation of of Anomal-E.
  ☆37Updated 3 years ago
• George730 / E-ResGAT
  The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.
  ☆75Updated 4 years ago
• waimorris / E-GraphSAGE
  A PyTorch implementation of of E-GraphSAGE.
  ☆98Updated 3 years ago
• andreaventuri01 / Structural_attacks_GNN_NIDS
  Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…
  ☆15Updated last year
• renj-xu / NEGSC
  NEGSC
  ☆44Updated last year
• hoangntc / TS-IDS
  ☆22Updated 2 years ago
• NLear / Flow-MAE
  ☆31Updated 2 years ago
• chenxu93 / abnormal-traffic
  IDS abnormal traffic detection tensorflow
  ☆44Updated 6 years ago
• jayxsinha / Efficient-CNN-BiLSTM-for-Network-IDS
  Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS
  ☆119Updated 3 years ago
• musimathicslab / network-intrusion-detection-gnn
  Network System Intrusion Detection using Graph Neural Networks
  ☆20Updated 2 years ago
• liamdm / FlowTransformer
  ☆93Updated 2 years ago
• ZhangJiTaoA / An-Intrusion-Detection-Model-with-Transformer-BiLSTM
  ☆48Updated 3 years ago
• othmbela / dbn-based-nids
  An Intrusion Detection System based on Deep Belief Networks
  ☆89Updated 3 years ago
• FlamingJay / Time-related-Intrusion-Detection-Model-based-on-Recurrent-Neural-Network
  Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.
  ☆75Updated 5 years ago
• soeai / mappgraph
  Encrypted Network Traffic Classification using Deep Learning
  ☆61Updated last year
• bobolike123 / NetworkTrafficAnalysis
  论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码
  ☆32Updated 3 years ago
• CactiLab / code-xNIDS
  source code for USENIX Security paper xNIDS
  ☆59Updated last year
• cx0113 / fine-grained-unknown-attack-detection
  ☆21Updated 5 years ago
• sgamage2 / dl_ids_survey
  Deep learning models for network intrusion detection
  ☆39Updated 2 years ago
• racsa-lab / Edge-Detect
  Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".
  ☆48Updated 2 years ago
• LMP851 / IDS
  A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)
  ☆15Updated 2 years ago
• brett-gt / IntrusionDetectionSystem
  Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.
  ☆38Updated 5 years ago
• ViktorAxelsen / TFE-GNN
  [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification
  ☆116Updated 11 months ago
• PradeepThapa / nsl_kdd_classification
  Cyber-attack classification in the network traffic database using NSL-KDD dataset
  ☆27Updated 5 years ago
• munhouiani / LuNet
  Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection
  ☆52Updated 5 years ago
• zuluokonkwo / Encrypted-Network-Traffic-Classification-with-Higher-Order-Graph-Neural-Network
  code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"
  ☆38Updated last year
• sunny77889 / DyGCN
  基于动态图神经网络的异常流量检测方法
  ☆47Updated 2 years ago
• ArielCyber / OSF-EIMTC
  ☆19Updated last year
• AshinWang / ConFlow
  Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"
  ☆15Updated 3 years ago
• zhmhbest / python-nidsdata
  这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。
  ☆52Updated 5 years ago