intrudetection / robevalanodetect
☆11Updated 8 months ago
Related projects: ⓘ
- ☆15Updated last year
- A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)☆8Updated last year
- Generative adversarial networks for Network Intrusion Benchmark datasets☆24Updated last month
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆38Updated 2 years ago
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Updated 3 years ago
- A PyTorch implementation of of Anomal-E.☆30Updated last year
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆20Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆70Updated last year
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆10Updated 2 years ago
- ☆30Updated 2 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆24Updated 4 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆13Updated 2 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆15Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆42Updated 4 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆45Updated last year
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 4 years ago
- Anomaly Detection using PCA and BiGAN☆13Updated 3 years ago
- ☆11Updated 3 years ago
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆10Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆64Updated 3 years ago
- ☆10Updated this week
- Code Snippet used to convert CSV dataset into Images in IEEE Published Article: IoT DoS and DDoS Attack Detection using ResNet☆11Updated 3 years ago
- ☆68Updated 3 years ago
- ☆13Updated 2 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆29Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆95Updated last year
- ☆9Updated last year
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆11Updated last year
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆13Updated last year