A Recurrent Neural Networks implementation using Keras for network intrusion detection
☆30Jun 14, 2021Updated 5 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:
- Assess various ML algorithms on KDD99 network dataset then apply the best algorithm (Random Forest) using R.☆10Apr 4, 2018Updated 8 years ago
- Network System Intrusion Detection using Graph Neural Networks☆23Aug 1, 2023Updated 3 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆39Apr 21, 2023Updated 3 years ago
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 7 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆298Dec 22, 2023Updated 2 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.
- An Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆33Jul 16, 2018Updated 8 years ago
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆773May 8, 2019Updated 7 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆19May 29, 2023Updated 3 years ago
- Deep Learning techniques can be implemented in the field of cybersecurity to handle the issues related to intrusion just as they have bee…☆23Jan 11, 2021Updated 5 years ago
- Using NSL_KDD data☆29Mar 3, 2019Updated 7 years ago
- ☆23May 15, 2019Updated 7 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 6 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 3 years ago
- Intrusion detection engine for Cloud Systems built using Alternative Fuzzy C-mean Clustering and Artificial Neural Network☆19May 8, 2018Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Network Intrusion Detection System using Deep Learning Techniques☆180Dec 15, 2019Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆99May 30, 2019Updated 7 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆32Dec 26, 2019Updated 6 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 …☆95Oct 18, 2019Updated 6 years ago
- ☆13Mar 24, 2017Updated 9 years ago
- Forest of random partitioning trees for point-wise and collective anomaly detection☆12Nov 1, 2024Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆57May 15, 2019Updated 7 years ago
- Industrial Control Systems Network Intrusion Detection☆13Mar 19, 2021Updated 5 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆89Jan 24, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆42Jul 20, 2018Updated 8 years ago
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- Software Defined Network Monitor System☆14Sep 28, 2021Updated 4 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).☆28Apr 30, 2021Updated 5 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆130Sep 8, 2020Updated 6 years ago
- [ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection☆172Mar 24, 2023Updated 3 years ago
- This project aims to detect Intrusions with a network using deep learning. The network traffic data is converted to multi channel RGB ima…☆12Nov 27, 2021Updated 4 years ago
- Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999☆21Nov 3, 2019Updated 6 years ago
- A Deep Learning approach toward creating a NIDS using python☆25Aug 8, 2023Updated 3 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.
- ☆17Jul 8, 2024Updated 2 years ago
- IoT intrusion Detection Model based on neural network and random forests☆50Oct 16, 2018Updated 7 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆39Mar 3, 2023Updated 3 years ago
- Web Application Firewall Benchmark☆12May 14, 2022Updated 4 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆274Apr 5, 2020Updated 6 years ago
- 使用K-Nearest Neighbors进行DoS / DDoS检测:☆10Mar 21, 2019Updated 7 years ago
- Open-source teaching framework for software-defined networking (SDN)☆22Dec 5, 2023Updated 2 years ago