Forcrush / Efficient-GAN-based-method-for-cyber-intrusionView external linksLinks
A GAN-based model focused on anomaly detection in discrete dataset
☆26Dec 30, 2019Updated 6 years ago
Alternatives and similar repositories for Efficient-GAN-based-method-for-cyber-intrusion
Users that are interested in Efficient-GAN-based-method-for-cyber-intrusion are comparing it to the libraries listed below
Sorting:
- Application of novel EC-GAN method on Network Intrusion Detection☆24Dec 24, 2021Updated 4 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 2 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Sep 20, 2024Updated last year
- This project is an open-source project based on a GAN network anomaly detection.☆14Aug 4, 2024Updated last year
- ☆16Jul 15, 2022Updated 3 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆24Nov 16, 2023Updated 2 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
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆29Dec 29, 2017Updated 8 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Apr 21, 2023Updated 2 years ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 2 years ago
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆12Nov 29, 2024Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Oct 20, 2020Updated 5 years ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆21Nov 30, 2024Updated last year
- 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
- A Novel and Efficient CVAE-GAN-BASED Approach with Informative Manifold for Semi-Supervised Anomaly Detection☆13Mar 14, 2019Updated 6 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated last year
- Unsupervised-Defect-Segmentation anomaly detection☆30Oct 21, 2019Updated 6 years ago
- Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks☆34Jul 11, 2020Updated 5 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆27Apr 4, 2025Updated 10 months 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
- Creating tabular GAN on credit card dataset☆20Apr 29, 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
- ☆48Aug 7, 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
- ☆21Jan 27, 2025Updated last year
- URL phishing detection using Generative Adversarial Network (GAN)☆16Oct 14, 2022Updated 3 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 5 years ago
- IDS-GAN: Generative Adversarial Networks for AttackGeneration against Intrusion Detection☆28Jan 17, 2024Updated 2 years ago
- Code implementation for : [Graph Neural Network-Based Anomaly Detection in Multivariate Time Series(AAAI'21)](https://arxiv.org/pdf/2106.…☆19Feb 17, 2022Updated 3 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆21Oct 16, 2021Updated 4 years ago
- anomaly detection with GAN☆96Feb 10, 2018Updated 8 years ago
- ☆439Nov 12, 2020Updated 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…☆293Dec 22, 2023Updated 2 years ago
- source code for USENIX Security paper xNIDS☆58Aug 27, 2024Updated last year
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 7 years ago
- This repository contains the code for paper, ''Cyber-Physical Intrusion Detection System for Unmanned Aerial Vehicles,” in IEEE Transacti…☆12Feb 25, 2024Updated last year
- Based on the CICIDS2017 dataset and Pytorch platform☆29May 8, 2019Updated 6 years ago