JayWalker512 / PacketGANLinks
Generate synthetic network attack packet flows using generative adversarial networks.
☆29Updated 4 years ago
Alternatives and similar repositories for PacketGAN
Users that are interested in PacketGAN are comparing it to the libraries listed below
Sorting:
- Generative adversarial networks for Network Intrusion Benchmark datasets☆38Updated last year
- ☆19Updated 3 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆82Updated 3 years ago
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆42Updated last year
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆23Updated 3 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆40Updated 5 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆35Updated 5 years ago
- ☆20Updated 4 years ago
- ☆25Updated last year
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Updated 5 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆46Updated 11 months ago
- ☆20Updated 7 months ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆23Updated 4 years ago
- This is repository of the paper NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging.☆21Updated 11 months ago
- Anomaly Detection using PCA and BiGAN☆13Updated 4 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆37Updated 4 years ago
- ☆19Updated 4 years ago
- ☆18Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆13Updated 3 years ago
- CICIDS2017 dataset☆71Updated 3 years ago
- using 2d-cnn to classify network traffic☆21Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆85Updated 2 years ago
- ☆13Updated last year
- Encrypted Traffic classification☆17Updated 5 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆46Updated 5 years ago
- 🛜→🖼️ Replication of the model set forth in "FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition" by Tal …☆16Updated 4 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆22Updated 3 years ago