CAN Intrusion Detection System Prototype

This repository contains a prototype of an intrusion detection system my team developed for our senior engineering project. We use machine learning to detect attacks on a CAN bus, simulating a real-world scenario in automoobiles. We also prototype an attack simulator that sends packets on the CAN bus as an attacker might.

Name		Name	Last commit message	Last commit date
Latest commit History 221 Commits
.idea		.idea
attack		attack
data		data
defense		defense
docs		docs
hardware		hardware
logger		logger
ml_ids_model		ml_ids_model
plotter		plotter
scripts		scripts
tests		tests
.gitignore		.gitignore
README.md		README.md
attack.py		attack.py
can_msg_analysis.py		can_msg_analysis.py
can_test.py		can_test.py
can_test.txt		can_test.txt
can_test_2.txt		can_test_2.txt
defense.py		defense.py
logger_test.py		logger_test.py
nn_live_testing.py		nn_live_testing.py
nn_testing.py		nn_testing.py
response.py		response.py
ruleids.py		ruleids.py
speedometer.py		speedometer.py

cjholoday/canids

Folders and files

Latest commit

History

Repository files navigation

CAN Intrusion Detection System Prototype

About

Topics

Resources

Stars

Watchers

Forks

Languages