shahriar0651 / CANShieldLinks
CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level
☆17Updated last month
Alternatives and similar repositories for CANShield
Users that are interested in CANShield are comparing it to the libraries listed below
Sorting:
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆11Updated last year
- ☆11Updated 3 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆13Updated last year
- ☆20Updated 6 months ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆11Updated last year
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆13Updated 4 years ago
- A Graph Neural Network-based Intrusion Detection System☆18Updated 11 months ago
- ☆15Updated 3 years ago
- Correlation Aware DDoS Detection In IoT Systems☆9Updated last year
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Updated 2 years ago
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- ☆13Updated last year
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆35Updated 2 years ago
- convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.☆17Updated last year
- ☆21Updated 4 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Updated 2 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆14Updated last year
- Anomaly Detection using PCA and BiGAN☆13Updated 4 years ago
- ☆9Updated 2 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆18Updated last year
- NEGSC☆37Updated last year
- Code for the paper "Detecting In-vehicle Intrusion via Semi-supervised Learning-based Convolutional Adversarial Autoencoders"☆41Updated 2 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆21Updated 3 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆16Updated last year
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆36Updated last year
- ☆44Updated 3 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆72Updated 4 years ago
- LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification☆16Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆84Updated 2 years ago