Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network traffic. Develop an RL agent that operates within the reduced state space. The RL agent's primary objective is to make adaptive decisions for intrusion detection, minimizing false positives and false negatives.
☆14Feb 15, 2024Updated 2 years ago
Alternatives and similar repositories for DRL-for-Intrusion-Detection-using-VAE-Reduced-State-Space
Users that are interested in DRL-for-Intrusion-Detection-using-VAE-Reduced-State-Space are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆51Sep 20, 2024Updated last year
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 2 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 2 years ago
- Full Universal Autonomy Stack using Lidar-IMU Odometry☆21Mar 30, 2026Updated 2 weeks 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
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated last year
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆37Mar 3, 2023Updated 3 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆30Feb 23, 2026Updated last month
- 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
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆21Nov 30, 2024Updated last year
- This is a deterministic Tensorflow 2.0 (keras) implementation of a Open Ai's proximal policy optimization actor critic algorithm PPO.☆12Sep 3, 2020Updated 5 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆28Sep 10, 2024Updated last year
- This is a static version of ACN-Data (https://ev.caltech.edu/dataset), collected from three sites from 2018 to 2020.☆20Aug 8, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Intrusion Detection System, IDS，Cyberattack Detection，Pytorch，Transformer☆11Oct 17, 2022Updated 3 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆42Apr 17, 2025Updated last year
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 7 years ago
- Sharkticon is an anomaly detection system, it analyzes your network using a Transformers model adapted to the anomaly detection.☆23May 19, 2023Updated 2 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆21Oct 16, 2021Updated 4 years ago
- Analyse metabolic stability predictions using SHapley Additive exPlanations.☆11Jul 26, 2023Updated 2 years ago
- ☆13Apr 11, 2026Updated last week
- Adaptive Federated Learning Approach to DDoS attack detection☆55Feb 2, 2026Updated 2 months 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.
- Built an Autoencoder model to identify anomalies in a retail transaction dataset☆28Jun 11, 2023Updated 2 years ago
- Official code for Fisher information embedding for node and graph learning (ICML 2023)☆19Jun 17, 2023Updated 2 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated 10 months ago
- Anomaly detection with GAN+RL☆11Jan 12, 2019Updated 7 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆76Oct 20, 2020Updated 5 years ago
- Code for the paper "Detecting In-vehicle Intrusion via Semi-supervised Learning-based Convolutional Adversarial Autoencoders"☆46Sep 14, 2022Updated 3 years ago
- uPU, nnPU and PN learning with Extra Trees classifier.☆19Dec 2, 2024Updated last year
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆38Dec 6, 2024Updated last year
- 北京市预约挂号统一平台挂号小助手☆11Sep 5, 2019Updated 6 years 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.
- Unsupervised-Defect-Segmentation anomaly detection☆29Oct 21, 2019Updated 6 years ago
- ☆10Jul 17, 2017Updated 8 years ago
- A SDN project to implement moving target defense☆11Nov 21, 2014Updated 11 years ago
- ☆48Aug 7, 2022Updated 3 years ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆10Oct 23, 2021Updated 4 years ago
- Code for IEEE ICDM 23 PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection☆13May 9, 2024Updated last year
- An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detecti…☆55Jan 20, 2024Updated 2 years ago