A Recurrent Neural Networks implementation using Keras for network intrusion detection
☆31Jun 14, 2021Updated 4 years ago
Alternatives and similar repositories for RNN_Intrusion-Detection_Keras
Users that are interested in RNN_Intrusion-Detection_Keras are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆76Oct 20, 2020Updated 5 years ago
- Network System Intrusion Detection using Graph Neural Networks☆21Aug 1, 2023Updated 2 years ago
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 6 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆39Apr 21, 2023Updated 2 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆295Dec 22, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16May 29, 2023Updated 2 years ago
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆761May 8, 2019Updated 6 years ago
- An Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆33Jul 16, 2018Updated 7 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 2 years ago
- Using NSL_KDD data☆28Mar 3, 2019Updated 7 years ago
- Tensorflow环境下,基于CNN算法,KD99与网络数据训练集共3000w数据训练,在19w数据与1w攻检验下,模型准确率为92.8%.☆66Mar 22, 2022Updated 4 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 5 years ago
- ☆23May 15, 2019Updated 6 years ago
- Intrusion detection engine for Cloud Systems built using Alternative Fuzzy C-mean Clustering and Artificial Neural Network☆19May 8, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆31Dec 26, 2019Updated 6 years ago
- SDN based system to translate MUD profile to flow rules using Faucet as a controller☆10Jan 31, 2019Updated 7 years ago
- ☆13Mar 24, 2017Updated 9 years ago
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆94Oct 18, 2019Updated 6 years ago
- Forest of random partitioning trees for point-wise and collective anomaly detection☆12Nov 1, 2024Updated last year
- Feature coded UNSW_NB15 intrusion detection data.☆89Jan 24, 2018Updated 8 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆58May 15, 2019Updated 6 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆42Jul 20, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Apr 30, 2021Updated 4 years ago
- [ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection☆174Mar 24, 2023Updated 3 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆129Sep 8, 2020Updated 5 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆36Mar 3, 2023Updated 3 years ago
- Web Application Firewall Benchmark☆12May 14, 2022Updated 3 years ago
- Software Defined Network Monitor System☆14Sep 28, 2021Updated 4 years ago
- Open-source teaching framework for software-defined networking (SDN)☆21Dec 5, 2023Updated 2 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Oct 16, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Hybrid approach combining LSTM and Graph Convolutional Networks (GCN) for real-time anomaly detection in dynamic computer network data.☆11Jun 14, 2025Updated 9 months ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆272Apr 5, 2020Updated 5 years ago
- angular5+ant design+ng-alain校园网入侵检测系统☆11Jun 2, 2022Updated 3 years ago
- An intrusion detection system (IDS) based on machine learning technique, specifically the anomaly detection algorithm.☆24Sep 22, 2020Updated 5 years ago
- SDN-IP application implemented on Ryu which allows a Software Defined Network to connect to external networks on the Internet using the s…☆18Jul 19, 2017Updated 8 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆147Oct 12, 2021Updated 4 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago