sgamage2 / dl_ids_surveyView external linksLinks
Deep learning models for network intrusion detection
☆40Mar 24, 2023Updated 2 years ago
Alternatives and similar repositories for dl_ids_survey
Users that are interested in dl_ids_survey are comparing it to the libraries listed below
Sorting:
- Network Intrusion Detection System(Abnormal Detection)☆11Jun 14, 2020Updated 5 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆172Dec 15, 2019Updated 6 years ago
- Using NSL_KDD data☆28Mar 3, 2019Updated 6 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and…☆24Nov 30, 2018Updated 7 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆38Aug 8, 2020Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Oct 20, 2020Updated 5 years ago
- Deep learning based Intrusion Detection System☆34Apr 26, 2020Updated 5 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 5 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆26May 8, 2020Updated 5 years ago
- Machine-learning-based intrusion detection☆38Jul 13, 2018Updated 7 years ago
- An Intrusion Detection System based on Deep Belief Networks☆90Oct 27, 2022Updated 3 years ago
- This repository is for exploring various ML and DL techniques for network intrusion detection☆11Jun 21, 2020Updated 5 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- Intrusion detection system using CNN and RNN☆25Sep 23, 2019Updated 6 years ago
- A Pytorch implementation of a proof-of-concept Intrusion Detection and Prevention system☆10Oct 1, 2019Updated 6 years ago
- This project aims to detect Intrusions with a network using deep learning. The network traffic data is converted to multi channel RGB ima…☆12Nov 27, 2021Updated 4 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆293Dec 22, 2023Updated 2 years ago
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Sep 27, 2017Updated 8 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆12Jul 10, 2024Updated last year
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆49Jun 13, 2024Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆57May 15, 2019Updated 6 years ago
- implement IDS using deep learning☆12May 24, 2019Updated 6 years ago
- DNN-Ensemble IDS is a machine learning based classification model for intrusion detection exploiting ensembles of classifiers.☆13May 12, 2021Updated 4 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Aug 16, 2020Updated 5 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 5 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Jan 19, 2024Updated 2 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
- This gym environment simulates network intrusion similar to that described in the NSL-KDD Dataset given in this link http://www.unb.ca/ci…☆14Feb 15, 2018Updated 8 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆18Sep 21, 2020Updated 5 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Apr 21, 2023Updated 2 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆42Jul 20, 2018Updated 7 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16May 29, 2023Updated 2 years ago
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- Developed an Anomaly-based intrusion detection system using Multi Level Perceptron☆19Dec 13, 2020Updated 5 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
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆80May 25, 2023Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆19Apr 18, 2023Updated 2 years ago
- Modern and future vehicles are complex cyber-physical sys-tems. The connection to their outside environment raises many securityproblems …☆19Mar 11, 2021Updated 4 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆191Sep 8, 2021Updated 4 years ago