vinayakumarr / Network-Intrusion-Detection
Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15
☆723Updated 5 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
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆259Updated 5 years ago
- 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
- 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☆169Updated 3 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆87Updated last year
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆204Updated last year
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆53Updated 6 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆123Updated 4 years ago
- Deep learning based Intrusion Detection System☆31Updated 4 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97Updated 5 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆155Updated 5 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 …☆88Updated 5 years ago
- NSL-KDD Dataset☆184Updated 9 years ago
- IoT intrusion Detection Model based on neural network and random forests☆45Updated 6 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆82Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆108Updated 2 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆53Updated 5 years ago
- Basic Machine learning projects and assignments done by me.☆31Updated 4 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
- Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn☆58Updated 8 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆68Updated 4 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
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Updated 3 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆83Updated 4 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆45Updated 10 months ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆26Updated 4 years ago
- This repository consists of python codes that performs attack classification based on the KDD and CIDDS dataset using CNN, LSTM-RNN and H…☆23Updated last year
- Based on the CICIDS2017 dataset and Pytorch platform☆28Updated 5 years ago
- Using NSL_KDD data☆27Updated 6 years ago
- A Deep Learning approach toward creating a NIDS using python☆25Updated last year