Vulnerability-oriented fuzz testing for connected autonomous vehicle systems

LJ Moukahal, M Zulkernine… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In an era of connectivity and automation, the vehicle industry is adopting numerous
technologies to transform driver-centric vehicles into intelligent mechanical devices driven …

[PDF][PDF] Shift left: Fuzzing earlier in the automotive software development lifecycle using hil systems

DK Oka, T Fujikura, R Kurachi - Proc. 16th ESCAR Europe, 2018 - researchgate.net
Software in automotive systems is growing at an unprecedented rate. With support for more
advanced functionality such as autonomous driving and features providing various user …

Fuzz testing for automotive cyber-security

DS Fowler, J Bryans, SA Shaikh… - 2018 48th Annual …, 2018 - ieeexplore.ieee.org
There is increasing computational complexity within the connected car, and with the advent
of autonomous vehicles, how do manufacturers test for cyber-security assurance? The fuzz …

Pavfuzz: State-sensitive fuzz testing of protocols in autonomous vehicles

F Zuo, Z Luo, J Yu, Z Liu, Y Jiang - 2021 58th ACM/IEEE …, 2021 - ieeexplore.ieee.org
The rapid development of in-vehicle networks and protocols brings efficient communication
service but also increases the risk of attack. Any vulnerability may be leveraged to cause …

Integrating fuzz testing into the cybersecurity validation strategy

N Vinzenz, DK Oka - 2021 - sae.org
Automotive systems have become increasingly more complex, interconnected and prone to
cyberattacks in recent years. With larger software bases and multiple external …

A method for constructing automotive cybersecurity tests, a CAN fuzz testing example

DS Fowler, J Bryans, M Cheah… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
There is a need for new tools and techniques to aid automotive engineers performing
cybersecurity testing on connected car systems. This is in order to support the principle of …

Coverage-guided fuzz testing for cyber-physical systems

S Sheikhi, E Kim, PS Duggirala… - 2022 ACM/IEEE 13th …, 2022 - ieeexplore.ieee.org
Fuzz testing is an indispensable test-generation tool in software security. Fuzz testing uses
automated directed randomness to explore a variety of execution paths in software, trying to …

Drivefuzz: Discovering autonomous driving bugs through driving quality-guided fuzzing

S Kim, M Liu, JJ Rhee, Y Jeon, Y Kwon… - Proceedings of the 2022 …, 2022 - dl.acm.org
Autonomous driving has become real; semi-autonomous driving vehicles in an affordable
price range are already on the streets, and major automotive vendors are actively …

Security vulnerability metrics for connected vehicles

L Moukahal, M Zulkernine - 2019 IEEE 19th International …, 2019 - ieeexplore.ieee.org
Software integration in modern vehicles is continuously expanding. This is due to the fact
that vehicle manufacturers are always trying to enhance and add more innovative and …

Neural network guided evolutionary fuzzing for finding traffic violations of autonomous vehicles

Z Zhong, G Kaiser, B Ray - IEEE Transactions on Software …, 2022 - ieeexplore.ieee.org
Self-driving cars and trucks, autonomous vehicles (av s), should not be accepted by
regulatory bodies and the public until they have much higher confidence in their safety and …