lixiangwang / DAGMM-pytorch
☆70Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for DAGMM-pytorch
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Updated 4 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆24Updated 4 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆66Updated 4 years ago
- ☆10Updated 10 months ago
- 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…☆34Updated 2 years ago
- A PyTorch implementation of of Anomal-E.☆30Updated last year
- IDS abnormal traffic detection tensorflow☆38Updated 5 years ago
- ☆15Updated 4 years ago
- ☆19Updated last year
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- ☆82Updated last year
- ☆35Updated 2 years ago
- NEGSC☆29Updated 5 months ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 2 years ago
- Unofficial implementation of the KDD2020 paper "USAD: UnSupervised Anomaly Detection on multivariate time series" on two datasets cited i…☆52Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- Code for KDD' 21 paper: Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering☆41Updated last year
- ☆20Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆30Updated 4 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆15Updated last year
- ☆42Updated 3 years ago
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆53Updated 5 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆42Updated 3 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆41Updated 2 months ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆43Updated 4 years ago
- Code for KDD 2021 paper "Multi-Scale One-Class Recurrent Neural Networks \\for Discrete Event Sequence Anomaly Detection"☆16Updated 3 years ago
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆38Updated 6 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。☆43Updated 4 years ago
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Updated 3 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago