in-vehicle-network

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d41sys /CAN-AE-Transformer-IDS

Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from Time-Embedded Transformer with Autoencoder"

ids autoencoder car-hacking transfromers in-vehicle-network

UpdatedSep 20, 2024
Jupyter Notebook

m10k /canny

Star25

Simple CAN-over-IP gateway

gateway can-bus canbus socketcan can-fd canfd in-vehicle-network

UpdatedApr 8, 2023
C

wangkai-tech23 /LiPar

Star14

LiPar: A Lightweight Parallel Learning Model for Practical In-Vehicle Network Intrusion Detection (arXiv:2311.08000v2)

intrusion-detection convolutional-neural-networks lightweight-deeplearning in-vehicle-network

UpdatedJan 16, 2025
Python

shahriar0651 /canshield

Star14

CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level

deep convolutional-neural-network intrusion-detection-system controller-area-network autoen anomal in-vehicle-network

UpdatedMar 17, 2025
Python

shuji-oh /PLI_TDC_for_CAN

Star10

"PLI-TDC: Super Fine Delay-Time Based Physical-Layer Identification with Time-to-Digital Converter for In-Vehicle Networks" ACM ASIACCS 2021

fpga intrusion-detection-system ecu controller-area-network tdc in-vehicle-network

UpdatedJun 28, 2024
Verilog

billmj /GraphML-CONTROLLER-AREA-NETWORK-Attack-Detection

Star5

GraphML-based CAN Bus Attack Detection: Detects masquerade attacks in CAN using machine learning.

graphml controller-area-network node2vec-embeddings in-vehicle-network

UpdatedMar 10, 2025
Jupyter Notebook

shuji-oh /similarity_CAN_IDS

Star4

"Normal and Malicious Sliding Windows Similarity Analysis Method for Fast and Accurate IDS against DoS Attacks on In-Vehicle Networks" IEEE Access 2020