Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection
☆52Apr 9, 2020Updated 5 years ago
Alternatives and similar repositories for LuNet
Users that are interested in LuNet are comparing it to the libraries listed below
Sorting:
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Oct 25, 2022Updated 3 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆76Oct 20, 2020Updated 5 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Jul 15, 2023Updated 2 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆14Dec 11, 2022Updated 3 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Dec 27, 2023Updated 2 years ago
- wx☆11Aug 14, 2022Updated 3 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Jun 25, 2022Updated 3 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 2 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆89Jan 24, 2018Updated 8 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Sep 14, 2020Updated 5 years ago
- ☆10Jan 4, 2024Updated 2 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆295Dec 22, 2023Updated 2 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Aug 16, 2020Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆91Oct 27, 2022Updated 3 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆172Dec 15, 2019Updated 6 years ago
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆762May 8, 2019Updated 6 years ago
- The dataset that has been processed and the code used to process it☆17Jun 15, 2022Updated 3 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆197Sep 8, 2021Updated 4 years ago
- Forest of random partitioning trees for point-wise and collective anomaly detection☆12Nov 1, 2024Updated last year
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆145Oct 12, 2021Updated 4 years ago
- ☆23May 15, 2019Updated 6 years ago
- Building an Intrusion detection system using KDD Cup 99 Dataset☆15May 11, 2020Updated 5 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆58May 15, 2019Updated 6 years ago
- Tensorflow环境下,基于CNN算法,KD99与网络数据训练集共3000w数据训练,在19w数据与1w攻检验下,模型准确率为92.8%.☆66Mar 22, 2022Updated 3 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Jun 14, 2021Updated 4 years ago
- Autoencoder approach to detect attacks/intrusions in a network☆10Mar 25, 2023Updated 2 years ago
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Jul 4, 2020Updated 5 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆49Jun 13, 2024Updated last year
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆16Feb 19, 2025Updated last year
- A study on Deep Learning and Graph Neural Network for Intrusion Detection and Prevention (CNN, VAE, GNN,...)☆15Jan 16, 2023Updated 3 years ago
- Intrusion detection system using CNN and RNN☆25Sep 23, 2019Updated 6 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆92Sep 19, 2020Updated 5 years ago
- ☆48Aug 7, 2022Updated 3 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆33Apr 8, 2022Updated 3 years ago
- This implementation for the paper: Learning Neural Representations for Network Anomaly Detection. If you have questions, please do not he…☆18Aug 20, 2019Updated 6 years ago
- 使用卷积神经网络进行网络入侵检测,正确率可达99.5%☆197Jun 2, 2019Updated 6 years ago