This project aims to detect Intrusions with a network using deep learning. The network traffic data is converted to multi channel RGB images, that are passed through CNNs to detect features useful to intrusion detection. (Additionally, we also experimented with dense SIFT based feature description. To discuss more on it, feel free to reach out.)
☆12Nov 27, 2021Updated 4 years ago
Alternatives and similar repositories for Network-Intrusion-Detection
Users that are interested in Network-Intrusion-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Jun 25, 2022Updated 4 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆21Oct 16, 2021Updated 4 years ago
- Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this…☆20May 30, 2021Updated 5 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆57May 15, 2019Updated 7 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆15Sep 15, 2021Updated 4 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 5 years ago
- Intrusion detection system using CNN and RNN☆26Sep 23, 2019Updated 6 years ago
- The security vulns detector for Hadoop and Spark（大数据安全检测工具）☆22Feb 3, 2017Updated 9 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 3 years ago
- Deep Learning based Intrusion Detection on NSL-KDD Dataset☆14Aug 24, 2019Updated 6 years ago
- A Machine Learning based tool for identifying P2P (Peer To Peer) Bot-Nets using network traffic analysis, as well as detect the hosts inv…☆12Jan 4, 2023Updated 3 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆42Jun 15, 2020Updated 6 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Mar 18, 2020Updated 6 years ago
- Machine Learning Based DDoS Detection (HTTP,UDP,TCP and ICMP Flood Attack)☆10Jul 3, 2018Updated 8 years ago
- Java sample codes on how to integrate with tensorflow☆13Mar 30, 2018Updated 8 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- Official implementation of TISDiSS, a scalable framework for discriminative source separation.☆16Jul 31, 2026Updated last week
- ☆10May 29, 2024Updated 2 years ago
- Personal playground for AI implemented from scratch in Rust and visualized with WASM. For research and educational purpose.☆10Apr 1, 2022Updated 4 years ago
- Code to go with the paper "Real-Time Detection of Dictionary DGA Network Traffic using Deep Learning"☆20Jun 15, 2020Updated 6 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆178Dec 15, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository consists of the IPython Notebook for the work related to audio processing and implementing convolution neural networks fo…☆13Feb 13, 2019Updated 7 years ago
- implement IDS using deep learning☆13May 24, 2019Updated 7 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 6 years ago
- A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.☆13Aug 26, 2021Updated 4 years ago
- 基于内容的图像检索系统 / content-based image retrieval system☆24Feb 23, 2022Updated 4 years ago
- 入门级爬虫，爬取百度百科词条和简介☆13Oct 6, 2016Updated 9 years ago
- Deep Learning Tool for Off-line Network Intrusion Detection System☆23Oct 15, 2018Updated 7 years ago
- ☆15Sep 20, 2022Updated 3 years ago
- ☆58Dec 8, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Learnable Gammatone Filterbank (LGTFB) and Equal-loudness Normalization (EN)☆13Apr 24, 2020Updated 6 years ago
- Deep learning intrusion detection system trained on the UNSW-NB15 dataset for IIoT networks.☆14Jul 10, 2024Updated 2 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Jan 19, 2024Updated 2 years ago
- Audio Classification with machine learning☆18Jun 8, 2026Updated 2 months ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆26Apr 28, 2023Updated 3 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆206Apr 20, 2026Updated 3 months ago
- 🚀 Sliding Window Attention Training for Efficient Large Language Models☆19Jun 7, 2026Updated 2 months ago