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 generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆11Oct 23, 2021Updated 4 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 7 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GAN_based_Intrusion_Detection_System_for_in-vehicle_network☆17Dec 3, 2024Updated last year
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Sep 20, 2024Updated 2 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Apr 8, 2020Updated 6 years ago
- ☆11Apr 7, 2026Updated 5 months ago
- ☆44Dec 26, 2020Updated 5 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 3 years ago
- Network Intrusion Detection using GNN☆28Feb 13, 2025Updated last year
- 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
- 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
- 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.
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 2 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
- ☆15Jul 15, 2022Updated 4 years ago
- Journal Article: Telematics and Informatics Reports☆15Jun 18, 2023Updated 3 years ago
- The official codes for the paper Supervised Anomaly Detection via a Class-Balanced Generative Adversarial Network☆10Sep 7, 2023Updated 3 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆22Aug 24, 2021Updated 5 years ago
- ☆54Nov 11, 2021Updated 4 years ago
- ☆24Aug 8, 2022Updated 4 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Jul 15, 2023Updated 3 years ago
- ☆12Apr 7, 2026Updated 5 months ago
- A disentangled intrusion detection method to handle various intrusion detection scenarios, e.g. known attacks, unknown attacks, and few-s…☆25May 26, 2026Updated 3 months ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆43Aug 2, 2024Updated 2 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆14Aug 4, 2024Updated 2 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
- 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
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆17May 10, 2023Updated 3 years ago
- 基于Vue2+Django+LogisticRegressionCV,KDD-CUP99的网络入侵检测☆14Apr 6, 2022Updated 4 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.
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆149Oct 12, 2021Updated 4 years ago
- IDS-GAN: Generative Adversarial Networks for AttackGeneration against Intrusion Detection☆27Jan 17, 2024Updated 2 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆39Apr 21, 2023Updated 3 years ago
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆21Feb 2, 2023Updated 3 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆42Jun 15, 2020Updated 6 years ago
- A Graph Neural Network-based Intrusion Detection System☆38Aug 12, 2024Updated 2 years ago
- ☆21Sep 21, 2020Updated 6 years ago