vinayakumarr / Network-Intrusion-Detection
Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15
☆727Updated 6 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
Sorting:
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆283Updated last year
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆259Updated 5 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆87Updated 7 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆174Updated 3 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆87Updated last year
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆125Updated 4 years ago
- NSL-KDD Dataset☆186Updated 9 years ago
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆54Updated 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 …☆89Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆68Updated 4 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆206Updated last year
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆83Updated 4 years ago
- Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn☆58Updated 8 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆133Updated 3 years ago
- IoT intrusion Detection Model based on neural network and random forests☆45Updated 6 years ago
- Deep learning based Intrusion Detection System☆31Updated 5 years ago
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Updated 7 years ago
- 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
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆46Updated 4 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆155Updated 5 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆109Updated 2 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆33Updated 6 years ago
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆30Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆98Updated 5 years ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆38Updated 8 years ago
- Machine Learning in Cybersecurity☆82Updated 7 months ago
- Basic Machine learning projects and assignments done by me.☆31Updated 4 years ago
- CICIDS2017 dataset☆69Updated 3 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆11Updated 10 months ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆53Updated 6 years ago