marzekan / EC-GAN_NIDSView external linksLinks
Application of novel EC-GAN method on Network Intrusion Detection
☆24Dec 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
Sorting:
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆15May 17, 2022Updated 3 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
- EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)☆40Oct 3, 2021Updated 4 years ago
- ☆16Jul 15, 2022Updated 3 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆21Dec 14, 2023Updated 2 years ago
- ☆21Jan 27, 2025Updated last year
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- ☆11Sep 8, 2022Updated 3 years ago
- NSL-KDD (for network-based intrusion detection systems (IDS)) is a dataset suggested to solve some of the inherent problems of the parent…☆12Feb 11, 2022Updated 4 years 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
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 5 years ago
- ☆12Jul 8, 2022Updated 3 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Sep 20, 2024Updated last year
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Jul 15, 2023Updated 2 years ago
- The official codes for the paper Supervised Anomaly Detection via a Class-Balanced Generative Adversarial Network☆10Sep 7, 2023Updated 2 years ago
- 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 last year
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆18Feb 2, 2023Updated 3 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
- 基于Vue2+Django+LogisticRegressionCV,KDD-CUP99的网络入侵检测☆14Apr 6, 2022Updated 3 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆18Sep 21, 2020Updated 5 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
- Generative adversarial networks for Network Intrusion Benchmark datasets☆42Aug 2, 2024Updated last year
- ☆20Jul 10, 2024Updated last year
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆19May 10, 2023Updated 2 years ago
- 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
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years ago
- Few-Shot Graph Classification via distance metric learning.☆24Mar 20, 2024Updated last year
- Distributed intelligent malicious traffic detection system based on GAN☆18Apr 8, 2020Updated 5 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
- ☆44Dec 26, 2020Updated 5 years ago
- ☆21Sep 21, 2020Updated 5 years ago
- IDS-GAN: Generative Adversarial Networks for AttackGeneration against Intrusion Detection☆28Jan 17, 2024Updated 2 years ago
- This repository hosts the code for the Metapath-based Heterogeneous Graph-Transformer Network (MHGphormer), proposed in our IEEE TCOM jou…☆36Nov 17, 2024Updated last year
- ☆53Nov 11, 2021Updated 4 years ago
- ☆24Nov 9, 2020Updated 5 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…☆28Apr 3, 2022Updated 3 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Aug 24, 2021Updated 4 years ago