Application of novel EC-GAN method on Network Intrusion Detection
☆25Dec 24, 2021Updated 4 years ago
Alternatives and similar repositories for EC-GAN_NIDS
Users that are interested in EC-GAN_NIDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 3 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
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)☆40Oct 3, 2021Updated 4 years ago
- ☆11Apr 7, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ⼀个有潜⼒的⽹络⼊侵检测算法，引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中，在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆13Mar 5, 2024Updated 2 years ago
- ☆16Jul 15, 2022Updated 3 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- The official codes for the paper Supervised Anomaly Detection via a Class-Balanced Generative Adversarial Network☆10Sep 7, 2023Updated 2 years ago
- ☆21Apr 8, 2026Updated 3 weeks ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆52Sep 20, 2024Updated last year
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆22Dec 14, 2023Updated 2 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
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆18May 10, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆12Apr 7, 2026Updated 3 weeks ago
- This repository contains the notebook used for the experiments of the papers: "A Deeper Analysis of Adversarial Examples in Intrusion Det…☆10Dec 8, 2021Updated 4 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- 基于Vue2+Django+LogisticRegressionCV,KDD-CUP99的网络入侵检测☆14Apr 6, 2022Updated 4 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 5 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years ago
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated last year
- This repository is a proof of concept of algorithms described in T-DFNN: An Incremental Learning Algorithm for Intrusion Detection System…☆17Aug 27, 2022Updated 3 years ago
- ☆21Sep 21, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆20Feb 2, 2023Updated 3 years ago
- Pre-processing NSL-KDD dataset using Data mining techniques. Algorithm written in python to detect the attacks in NSL KDD dataset.☆27Jan 6, 2020Updated 6 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 for "Zero-Shot Out-of-Distribution Detection with Feature Correlations"☆13Jan 19, 2020Updated 6 years ago
- ☆43Dec 26, 2020Updated 5 years ago
- ☆54Nov 11, 2021Updated 4 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
- Generative adversarial networks for Network Intrusion Benchmark datasets☆42Aug 2, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Aug 24, 2021Updated 4 years ago
- The case study on a Network-based Intrusion Detection System is a Machine Learning-based Web application based on https://arxiv.org/pdf/1…☆29Apr 3, 2022Updated 4 years ago
- GAN_based_Intrusion_Detection_System_for_in-vehicle_network☆17Dec 3, 2024Updated last year
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆17Sep 21, 2020Updated 5 years ago
- Anomaly detection with GAN+RL☆11Jan 12, 2019Updated 7 years ago
- A basic implementation of genetic algorithm for traveling salesman problem☆11Jul 26, 2020Updated 5 years ago
- Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'☆41Nov 2, 2021Updated 4 years ago