Colorado-Mesa-University-Cybersecurity / DeepLearning-IDSLinks
Network Intrusion Detection System using Deep Learning Techniques
☆164Updated 5 years ago
Alternatives and similar repositories for DeepLearning-IDS
Users that are interested in DeepLearning-IDS are comparing it to the libraries listed below
Sorting:
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆287Updated last year
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆177Updated 4 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆143Updated 4 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 …☆91Updated 6 years ago
- A machine learning based Intrusion Detection System☆151Updated 5 years ago
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆212Updated last year
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Updated 4 years ago
- VGG-19 deep learning model trained using ISCX 2012 IDS Dataset☆143Updated 6 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Updated 7 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆267Updated 5 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 5 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆89Updated 5 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Machine Learning in Cybersecurity☆88Updated 5 months ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- Intrusion detection system using CNN and RNN☆24Updated 6 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆49Updated last year
- Machine Learning Algorithms on NSL-KDD dataset☆100Updated 6 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Updated 8 years ago
- Deep Learning Tool for Off-line Network Intrusion Detection System☆22Updated 7 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆357Updated last year
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆33Updated 5 years ago
- implement IDS using deep learning☆12Updated 6 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 5 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆89Updated 7 years ago
- Deep learning based Intrusion Detection System☆35Updated 5 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- Network data classifier based on the recurrent neural network.☆20Updated 6 years ago