Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks
☆50Sep 20, 2024Updated 2 years ago
Alternatives and similar repositories for GAN_DRL_IDS
Users that are interested in GAN_DRL_IDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Distributed intelligent malicious traffic detection system based on GAN☆18Apr 8, 2020Updated 6 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
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 years ago
- IDS-GAN: Generative Adversarial Networks for AttackGeneration against Intrusion Detection☆27Jan 17, 2024Updated 2 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 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.
- GAN_based_Intrusion_Detection_System_for_in-vehicle_network☆17Dec 3, 2024Updated last year
- wx☆11Aug 14, 2022Updated 4 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆14Aug 4, 2024Updated 2 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).☆28Apr 30, 2021Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Dec 27, 2023Updated 2 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 3 years ago
- ☆21Sep 21, 2020Updated 6 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆22Oct 16, 2021Updated 4 years ago
- FL-based intrusion detection system development using model averaging.☆47Dec 18, 2022Updated 3 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.
- the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTra…☆47Sep 24, 2022Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 3 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
- Here we try to detect the attack at it's first attempt using machine learning algorithms(Reinforcement l)☆11Apr 27, 2020Updated 6 years ago
- Intrusion Detection System, IDS，Cyberattack Detection，Pytorch，Transformer☆11Oct 17, 2022Updated 3 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 3 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆39Mar 3, 2023Updated 3 years ago
- Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets☆11Jan 2, 2025Updated last year
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Jun 7, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆15Sep 15, 2021Updated 5 years ago
- ☆24Aug 8, 2022Updated 4 years ago
- Anomaly Detection using PCA and BiGAN☆14Sep 27, 2020Updated 6 years ago
- URL phishing detection using Generative Adversarial Network (GAN)☆14Oct 14, 2022Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated 2 years ago
- Sharkticon is an anomaly detection system, it analyzes your network using a Transformers model adapted to the anomaly detection.☆23May 19, 2023Updated 3 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆43Aug 2, 2024Updated 2 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆25Nov 16, 2023Updated 2 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆205Apr 20, 2026Updated 5 months 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 is the MATLAB based simulation of optimized Vehicular Fog Computing framework that minimizes the latency during the computatin tasks…☆12Jul 11, 2024Updated 2 years ago
- Tool for loading and testing native shaders translated from crosstl☆13Dec 15, 2024Updated last year
- CTU13 CSV Dataset contains Botnet, Normal and Background traffic☆22Feb 2, 2023Updated 3 years ago
- Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'☆41Nov 2, 2021Updated 4 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆43Apr 17, 2025Updated last year
- Replication of Jay Sinha's Efficient Deep CNN-BiLSTM model for network intrusion detection using NSL-KDD and UNSW-NB15 datasets to unders…☆18Aug 25, 2024Updated 2 years ago
- Machine Learning in Cybersecurity☆94May 23, 2025Updated last year