nadhirfr / cic-ids-2018
CSE-CIC-IDS-2018 analyze with Random Forest
☆29Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for cic-ids-2018
- Machine Learning Based - Intrusion Detection System☆32Updated 2 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆29Updated 3 years ago
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆29Updated 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 …☆81Updated 5 years ago
- IoT intrusion Detection Model based on neural network and random forests☆43Updated 6 years ago
- 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.…☆39Updated 6 years ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆35Updated 7 years ago
- Network data classifier based on the recurrent neural network.☆22Updated 5 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆117Updated 4 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆71Updated 4 years ago
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆36Updated 5 years ago
- Intrusion Detection using various Data Mining Techniques (KDD Cup 1999 Data)☆16Updated 5 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆23Updated 4 years ago
- Deep learning models for network intrusion detection☆33Updated last year
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆56Updated 4 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆20Updated 4 years ago
- implement IDS using deep learning☆11Updated 5 years ago
- manojkumar-github / Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRUAn Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆32Updated 6 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆11Updated 4 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆141Updated 4 years ago
- IDS Alert Prioritization INSuRE Research Project☆17Updated 5 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆114Updated 3 years ago
- CICIDS2017 dataset☆54Updated 2 years ago
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Updated 5 years ago
- ☆22Updated 5 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- A Deep Learning approach toward creating a NIDS using python☆23Updated last year
- Deep Learning Tool for Off-line Network Intrusion Detection System☆24Updated 6 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆78Updated 6 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆40Updated 4 months ago