musimathicslab / network-intrusion-detection-gnn
Network System Intrusion Detection using Graph Neural Networks
☆16Updated last year
Alternatives and similar repositories for network-intrusion-detection-gnn
Users that are interested in network-intrusion-detection-gnn are comparing it to the libraries listed below
Sorting:
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆109Updated 2 years ago
- Deep learning models for network intrusion detection☆35Updated 2 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆34Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆83Updated 2 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆11Updated 10 months ago
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆68Updated 4 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆44Updated 4 years ago
- NEGSC☆38Updated 11 months ago
- 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
- ☆41Updated 2 years ago
- IDS abnormal traffic detection tensorflow☆39Updated 5 years ago
- Intrusion detection system using CNN and RNN☆24Updated 5 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆70Updated 3 years ago
- ☆48Updated 3 years ago
- A PyTorch implementation of of E-GraphSAGE.☆88Updated 2 years ago
- ☆83Updated last year
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆46Updated 11 months ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆53Updated 6 years ago
- A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)☆10Updated 2 years ago
- CICIDS2017 dataset☆69Updated 3 years ago
- A Deep Learning approach toward creating a NIDS using python☆25Updated last year
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆33Updated 4 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Updated 4 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆87Updated last year
- 基于动态图神经网络的异常流量检测方法☆44Updated last year
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆44Updated 7 months ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆13Updated 2 years ago