A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alike that within the CIC-IDS-2017 dataset.
☆11Oct 23, 2021Updated 4 years ago
Alternatives and similar repositories for Network-Data-Generation-Vanilla-GAN
Users that are interested in Network-Data-Generation-Vanilla-GAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Intrusion Detection System (Classifier) Using CIC IDS 2017 Datasets☆14Apr 25, 2021Updated 5 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Apr 8, 2020Updated 6 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆43Aug 2, 2024Updated last year
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Sep 20, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆17May 10, 2023Updated 3 years ago
- Language Translation In this project, you’re going to take a peek into the realm of neural network machine translation. You’ll be traini…☆18Nov 27, 2018Updated 7 years ago
- A tool to convert tabular data into images, in order to be used by CNNs Inspired by the "DeepInsight" paper.☆27Jan 2, 2025Updated last year
- NSL-KDD (for network-based intrusion detection systems (IDS)) is a dataset suggested to solve some of the inherent problems of the parent…☆12Feb 11, 2022Updated 4 years ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 years ago
- ☆24Aug 8, 2022Updated 3 years ago
- ☆19Feb 5, 2025Updated last year
- A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)☆16Jan 16, 2023Updated 3 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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.…☆40Sep 27, 2018Updated 7 years ago
- 运行图显示程序☆13Oct 12, 2021Updated 4 years ago
- An attempt to predict stock market volatility, return and trading volume of tech stocks using Semantic Vectors and Google Trends, which r…☆13May 17, 2017Updated 9 years ago
- 基于ARM-Linux的嵌入式视觉移动追踪系统,并通过Android APP进行无线控制☆15Jul 31, 2022Updated 3 years ago
- Train schedule diagrams of Japanese railways☆14Mar 17, 2025Updated last year
- ☆10Apr 27, 2021Updated 5 years ago
- 本项目为简单的GAN实践,在MNIST数据集 上使用GAN生成手写数字图片☆10Oct 30, 2020Updated 5 years ago
- 画出列车运行图,给出列车运行的最佳调度☆15Mar 9, 2020Updated 6 years ago
- Binary Classification for detecting intrusion network attacks. In order, to emphasize how a network packet with certain features may have…☆29Dec 19, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Network System Intrusion Detection using Graph Neural Networks☆22Aug 1, 2023Updated 2 years ago
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆16Jul 20, 2022Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆48Jun 13, 2024Updated 2 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated last year
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- Simple task offloading client to offload HTTP requests to edge servers☆10Dec 8, 2022Updated 3 years ago
- 基于STM32芯片的简易机械臂源码☆18Sep 14, 2018Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Analyse metabolic stability predictions using SHapley Additive exPlanations.☆11Jul 26, 2023Updated 3 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 3 years ago
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆30Aug 28, 2025Updated 11 months ago
- Reinforcement learning (RL) is an effective method to find reasoning pathways in incomplete knowledge graphs (KGs). To overcome the chall…☆26May 30, 2026Updated last month
- 基于STM32的车牌识别系统☆15Mar 16, 2018Updated 8 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆15Dec 11, 2022Updated 3 years ago
- ☆43Dec 26, 2020Updated 5 years ago