in-vehicle-network

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

Simple CAN-over-IP gateway

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

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

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

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

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

CANtropy: Time Series Feature Extraction-Based Intrusion Detection Systems for Controller Area Networks

Interactive gPTP / IEEE 802.1AS & AUTOSAR STBM time-synchronization visualizer for automotive Ethernet — animates Sync/Follow_Up/Pdelay, offset & path-delay math, HW vs SW timestamping, and a PI frequency servo (syntonization). Vanilla JS, no build.

Unsupervised CAN-bus intrusion detection in MATLAB: a CNN-LSTM variational autoencoder with self-attention that predicts the next CAN frame. Pipelines for Car-Hacking, OTIDS, CICIoV2024, ROAD and SynCAN.

M.Tech Embedded Systems CAT and FAT question papers (VIT Vellore)

"IVNPROTECT: Isolable and Traceable Lightweight CAN-Bus Kernel-Level Protection for Securing In-Vehicle Communication" ICISSP 2023