racsa-lab / Edge-DetectLinks
Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".
☆46Updated 2 years ago
Alternatives and similar repositories for Edge-Detect
Users that are interested in Edge-Detect are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆84Updated 2 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 4 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Updated last year
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆35Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆72Updated 4 years ago
- ☆44Updated 3 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆18Updated last year
- CICIDS2017 dataset☆70Updated 3 years ago
- ☆47Updated 3 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆13Updated 3 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆13Updated last year
- ☆25Updated last year
- FL-based intrusion detection system development using model averaging.☆39Updated 2 years ago
- NEGSC☆37Updated last year
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆46Updated 5 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆45Updated 10 months ago
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆69Updated 3 years ago
- A PyTorch implementation of of E-GraphSAGE.☆89Updated 3 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆178Updated 2 years ago
- ☆19Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆113Updated 2 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 10 months ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆26Updated 4 years ago
- ☆86Updated last year
- ☆13Updated last year
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- Generative adversarial networks for Network Intrusion Benchmark datasets☆36Updated last year
- ☆20Updated 6 months ago