Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from Time-Embedded Transformer with Autoencoder"
☆41Apr 17, 2025Updated last year
Alternatives and similar repositories for CAN-AE-Transformer-IDS
Users that are interested in CAN-AE-Transformer-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:
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 2 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 years ago
- Code for the paper "Detecting In-vehicle Intrusion via Semi-supervised Learning-based Convolutional Adversarial Autoencoders"☆47Sep 14, 2022Updated 3 years ago
- CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level☆25Jun 19, 2025Updated last year
- ☆19Jan 2, 2025Updated last year
- 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.
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 2 years ago
- "CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection" Code, move from github.com/leyiweb/CAN_…☆20Oct 2, 2025Updated 9 months 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
- Reproduction of "Sliding Window Optimized Information Entropy Analysis Method for Intrusion Detection on In-Vehicle Networks"☆13May 30, 2021Updated 5 years ago
- ☆48Aug 7, 2022Updated 3 years ago
- LiPar: A Lightweight Parallel Learning Model for Practical In-Vehicle Network Intrusion Detection (arXiv:2311.08000v2)☆26Nov 22, 2025Updated 7 months ago
- GAN / AUTOENCODER for network intrusion detection using NSL-KDD dataset: https://www.kaggle.com/datasets/hassan06/nslkdd☆19Apr 25, 2023Updated 3 years ago
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆29Aug 28, 2025Updated 10 months ago
- ☆105Nov 25, 2023Updated 2 years 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.
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆206Apr 20, 2026Updated 3 months ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated last year
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years ago
- ☆17Apr 1, 2025Updated last year
- 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
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆38Mar 3, 2023Updated 3 years ago
- In-vehicle gateway intrusion detection based on ARM☆13Jan 26, 2021Updated 5 years ago
- ☆12Oct 28, 2023Updated 2 years ago
- A Comprehensive CAN Bus Attack Dataset from Moving Vehicles for Intrusion Detection System Evaluation☆36Sep 19, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆10Mar 7, 2023Updated 3 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆41Dec 6, 2024Updated last year
- GAN_based_Intrusion_Detection_System_for_in-vehicle_network☆17Dec 3, 2024Updated last year
- Zero day attack detection AI model based on seq2seq autoencoder☆12May 31, 2022Updated 4 years ago
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- ☆17Dec 30, 2023Updated 2 years ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆18May 19, 2022Updated 4 years ago
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆33Dec 27, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆20Jan 20, 2021Updated 5 years ago
- ☆16Jul 15, 2022Updated 4 years ago
- Detection of Unknown Attacks: A Gaussian Prototype-Aided Variational Autoencoder Framework☆16Sep 26, 2025Updated 9 months ago
- This is the repository of the CVPR 2025 paper: "Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across …☆23Mar 29, 2025Updated last year
- ☆24Aug 8, 2022Updated 3 years ago
- FlowGuardX 是基于 CICFlowMeter 二次开发的网络流量威胁分析工具,支 持 PCAP 解析、双向流特征提取、行为序列建模、频域特征分析、规则风险评分、可解释告警与 Web 可视化展示。☆20May 29, 2026Updated last month
- ☆11Apr 4, 2022Updated 4 years ago