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
- GAN_based_Intrusion_Detection_System_for_in-vehicle_network☆17Dec 3, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 2 years ago
- ☆19Jan 2, 2025Updated last year
- 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
- LiPar: A Lightweight Parallel Learning Model for Practical In-Vehicle Network Intrusion Detection (arXiv:2311.08000v2)☆26Nov 22, 2025Updated 9 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)☆30Aug 28, 2025Updated last year
- ☆105Nov 25, 2023Updated 2 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆205Apr 20, 2026Updated 4 months 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.
- 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
- ☆18Apr 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 11 months ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆45Dec 6, 2024Updated last year
- 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.
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- ☆24Aug 8, 2022Updated 4 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
- A research & development project to create and deploy a Network-based Intrusion Detection System (IDS) to detect intruders on a distribut…☆12Jan 9, 2019Updated 7 years ago
- ☆17May 9, 2024Updated 2 years ago
- ☆20Jan 20, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Detection of Unknown Attacks: A Gaussian Prototype-Aided Variational Autoencoder Framework☆17Sep 26, 2025Updated 11 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
- ☆19Feb 5, 2025Updated last year
- ☆11Apr 4, 2022Updated 4 years ago
- ☆40Jul 21, 2025Updated last year
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆26Apr 1, 2025Updated last year
- A Graph Neural Network-based Intrusion Detection System☆38Aug 12, 2024Updated 2 years ago