lixiangwang / DAGMM-pytorchLinks
☆74Updated 4 years ago
Alternatives and similar repositories for DAGMM-pytorch
Users that are interested in DAGMM-pytorch are comparing it to the libraries listed below
Sorting:
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆17Updated last year
- the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTra…☆46Updated 3 years ago
- Anomaly Detection for SWaT Dataset using Sequence-to-Sequence Neural Networks☆51Updated 6 years ago
- ☆97Updated 2 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆13Updated last year
- ☆11Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Updated 5 years ago
- Unofficial implementation of the KDD2020 paper "USAD: UnSupervised Anomaly Detection on multivariate time series" on two datasets cited i…☆70Updated 2 years ago
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆50Updated 5 years ago
- ☆21Updated 5 years ago
- ☆21Updated 5 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆37Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆47Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Updated 2 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Updated last year
- ☆20Updated 9 months ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆73Updated 4 years ago
- KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding☆233Updated 4 years ago
- A PyTorch implementation of of Anomal-E.☆35Updated 2 years ago
- Repository for the paper titled "Attention-based Bi-LSTM for Anomaly Detection on Time-Series Data"☆22Updated 4 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 3 years ago
- ☆47Updated 3 years ago
- An Intrusion Detection System based on Deep Belief Networks☆89Updated 3 years ago
- ☆15Updated 2 years ago
- ☆52Updated 4 years ago
- NEGSC☆42Updated last year
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆36Updated 5 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆48Updated 5 years ago