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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 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 7 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 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆15Jul 15, 2022Updated 4 years ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 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
- Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'☆41Nov 2, 2021Updated 4 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Aug 24, 2021Updated 5 years ago
- GAN_based_Intrusion_Detection_System_for_in-vehicle_network☆17Dec 3, 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 6 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 7 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆26Nov 16, 2023Updated 2 years ago
- ☆48Aug 7, 2022Updated 4 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Oct 21, 2019Updated 6 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 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
- A Novel and Efficient CVAE-GAN-BASED Approach with Informative Manifold for Semi-Supervised Anomaly Detection☆13Mar 14, 2019Updated 7 years ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆81May 25, 2023Updated 3 years ago
- Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks☆34Jul 11, 2020Updated 6 years ago
- IDS-GAN: Generative Adversarial Networks for AttackGeneration against Intrusion Detection☆27Jan 17, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆16Jul 31, 2024Updated 2 years ago
- URL phishing detection using Generative Adversarial Network (GAN)☆14Oct 14, 2022Updated 3 years ago
- ☆12Apr 14, 2021Updated 5 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆32Dec 26, 2019Updated 6 years ago
- anomaly detection with GAN☆95Feb 10, 2018Updated 8 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 6 years ago
- ☆436Nov 12, 2020Updated 5 years ago
- Creating tabular GAN on credit card dataset☆20Apr 29, 2020Updated 6 years ago
- Anomaly Detection for SWaT Dataset using Sequence-to-Sequence Neural Networks☆52Jun 5, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated last year
- ☆21Apr 8, 2026Updated 5 months ago
- Variational autoencoder for anomaly detection (in PyTorch).☆47Oct 25, 2019Updated 6 years ago
- Anomaly detection with GAN+RL☆11Jan 12, 2019Updated 7 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆128Aug 12, 2019Updated 7 years ago
- Multi-view learning approaches for stock return prediction with tweets.☆12Jun 17, 2020Updated 6 years ago
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆775May 8, 2019Updated 7 years ago