Automobile driver fingerprinting: A new machine learning based authentication scheme
Advanced technologies are constantly emerging in automobile industry, which not only
provides drivers with a comfortable driving experience, but also enhances the safety of …
provides drivers with a comfortable driving experience, but also enhances the safety of …
Who is behind the wheel? Driver identification and fingerprinting
In the last decade, significant advances have been made in sensing and communication
technologies. Such progress led to a considerable growth in the development and use of …
technologies. Such progress led to a considerable growth in the development and use of …
Improving driver identification for the next-generation of in-vehicle software systems
A El Mekki, A Bouhoute… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper deals with driver identification and fingerprinting and its application for enhanced
driver profiling and car security in connected cars. We introduce a new driver identification …
driver profiling and car security in connected cars. We introduce a new driver identification …
Know your master: Driver profiling-based anti-theft method
Although many anti-theft technologies are implemented, auto-theft is still increasing. Also,
security vulnerabilities of cars can be used for auto-theft by neutralizing anti-theft system …
security vulnerabilities of cars can be used for auto-theft by neutralizing anti-theft system …
Human-factors-in-driving-loop: Driver identification and verification via a deep learning approach using psychological behavioral data
Driver identification has been popular in the field of driving behavior analysis, which has a
broad range of applications in anti-thief, driving style recognition, insurance strategy, and …
broad range of applications in anti-thief, driving style recognition, insurance strategy, and …
Driver identification using optimized deep learning model in smart transportation
The Intelligent Transportation System (ITS) is said to revolutionize the travel experience by
making it safe, secure, and comfortable for the people. Although vehicles have been …
making it safe, secure, and comfortable for the people. Although vehicles have been …
Driver identification using only the CAN-Bus vehicle data through an RCN deep learning approach
N Abdennour, T Ouni, NB Amor - Robotics and Autonomous Systems, 2021 - Elsevier
In the recent years, many studies claim that humans have a unique driving behavior style
that could be used as a fingerprint in recognizing the identity of the driver. With the rising …
that could be used as a fingerprint in recognizing the identity of the driver. With the rising …
Driver identification based on wavelet transform using driving patterns
The modern automotive system, based on the convergence of information and
communication technologies, is equipped with various functions to ensure vehicle safety …
communication technologies, is equipped with various functions to ensure vehicle safety …
Automobile driver fingerprinting
M Enev, A Takakuwa, K Koscher… - Proceedings on Privacy …, 2016 - petsymposium.org
Today's automobiles leverage powerful sensors and embedded computers to optimize
efficiency, safety, and driver engagement. However the complexity of possible inferences …
efficiency, safety, and driver engagement. However the complexity of possible inferences …
Accelerometer-based device fingerprinting for multi-factor mobile authentication
T Van Goethem, W Scheepers, D Preuveneers… - … Secure Software and …, 2016 - Springer
Due to the numerous data breaches, often resulting in the disclosure of a substantial amount
of user passwords, the classic authentication scheme where just a password is required to …
of user passwords, the classic authentication scheme where just a password is required to …