[PDF][PDF] Detecting attacks on the CAN protocol with machine learning
V Chockalingam, I Larson, D Lin, S Nofzinger - Annu EECS, 2016 - geekstor.github.io
Modern automobiles have seen a dramatic increase in the use of electronic systems over
the last decade as they have gotten “smarter” and more technologically advanced. In doing …
the last decade as they have gotten “smarter” and more technologically advanced. In doing …
CANAttack: Assessing Vulnerabilities within Controller Area Network
Current vehicles include electronic features that provide ease and convenience to drivers.
These electronic features or nodes rely on in-vehicle communication protocols to ensure …
These electronic features or nodes rely on in-vehicle communication protocols to ensure …
Copycan: An error-handling protocol based intrusion detection system for controller area network
S Longari, M Penco, M Carminati… - Proceedings of the ACM …, 2019 - dl.acm.org
In the last years, the automotive industry has incorporated more and more electronic
components in vehicles, leading to complex on-board networks of Electronic Control Units …
components in vehicles, leading to complex on-board networks of Electronic Control Units …
DT-DS: CAN intrusion detection with decision tree ensembles
The controller area network (CAN) protocol, used in many modern vehicles for real-time inter-
device communications, is known to have cybersecurity vulnerabilities, putting passengers …
device communications, is known to have cybersecurity vulnerabilities, putting passengers …
Securing CAN bus in connected and autonomous vehicles using supervised machine learning approaches
R Gundu, M Maleki - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) are becoming a promising solution in
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …
Evaluation of can bus security challenges
The automobile industry no longer relies on pure mechanical systems; instead, it benefits
from many smart features based on advanced embedded electronics. Although the rise in …
from many smart features based on advanced embedded electronics. Although the rise in …
Identifying ecus using inimitable characteristics of signals in controller area networks
As the functions of vehicles are more computerized for the safety and convenience of
drivers, attack surfaces of vehicle are accordingly increasing. Many attack results have …
drivers, attack surfaces of vehicle are accordingly increasing. Many attack results have …
can-train-and-test: A New CAN Intrusion Detection Dataset
The controller area network (CAN) bus facilitates communication between a vehicle's
microcontrollers, known as electronic control units (ECUs). Developed in 1983, the CAN bus …
microcontrollers, known as electronic control units (ECUs). Developed in 1983, the CAN bus …
SIMPLE: Single-frame based physical layer identification for intrusion detection and prevention on in-vehicle networks
The Controller Area Network (CAN) is a bus standard commonly used in the automotive
industry for connecting Electronic Control Units (ECUs) within a vehicle. The broadcast …
industry for connecting Electronic Control Units (ECUs) within a vehicle. The broadcast …
DivaCAN: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning
The controller area network (CAN) protocol is a critical communication mechanism in
vehicular systems. However, the widespread adoption of this protocol has introduced …
vehicular systems. However, the widespread adoption of this protocol has introduced …