AnushManglani / Anomaly-based-Intrusion-Detection-SystemView external linksLinks
Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.
☆35Sep 14, 2020Updated 5 years ago
Alternatives and similar repositories for Anomaly-based-Intrusion-Detection-System
Users that are interested in Anomaly-based-Intrusion-Detection-System are comparing it to the libraries listed below
Sorting:
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Oct 20, 2020Updated 5 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Oct 16, 2018Updated 7 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 5 years ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago
- Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999☆21Nov 3, 2019Updated 6 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Oct 25, 2022Updated 3 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Jun 25, 2022Updated 3 years ago
- the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTra…☆47Sep 24, 2022Updated 3 years ago
- Intrusion detection system using CNN and RNN☆25Sep 23, 2019Updated 6 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated last year
- This is a CNN model for prediction of cyber attack, trained using NSL-KDD dataset☆10Mar 7, 2024Updated last year
- 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
- Using NSL_KDD data☆28Mar 3, 2019Updated 6 years ago
- Pre-processing NSL-KDD dataset using Data mining techniques. Algorithm written in python to detect the attacks in NSL KDD dataset.☆28Jan 6, 2020Updated 6 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆14Aug 4, 2024Updated last year
- ☆12Feb 14, 2024Updated 2 years ago
- ☆14Sep 15, 2021Updated 4 years ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆21Nov 30, 2024Updated last year
- implement IDS using deep learning☆12May 24, 2019Updated 6 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Apr 16, 2020Updated 5 years ago
- Deep Learning based Intrusion Detection on NSL-KDD Dataset☆13Aug 24, 2019Updated 6 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆98May 30, 2019Updated 6 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Apr 21, 2023Updated 2 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
- deep learning applied to Network Intrusion Detection with NSL-KDD data☆16Feb 3, 2018Updated 8 years ago
- ☆15Mar 24, 2023Updated 2 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆31Dec 26, 2019Updated 6 years ago
- This repository contains implementation of some techniques like SMOTE, ADASYN, SMOTE + Tomek Links, SMOTE + ENN to overcome class imbalan…☆48Oct 6, 2020Updated 5 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
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆19May 10, 2023Updated 2 years ago
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆762May 8, 2019Updated 6 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆19Apr 18, 2023Updated 2 years ago
- Network System Intrusion Detection using Graph Neural Networks☆20Aug 1, 2023Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 5 years ago
- Deep Learning techniques can be implemented in the field of cybersecurity to handle the issues related to intrusion just as they have bee…☆24Jan 11, 2021Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆90Oct 27, 2022Updated 3 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆90Jan 24, 2018Updated 8 years ago