Robust deep reinforcement learning for security and safety in autonomous vehicle systems

A Ferdowsi, U Challita, W Saad… - … Systems (ITSC), 2018 - ieeexplore.ieee.org
… Abstract—The dependence of autonomous vehicles (AVs) on sensors and … inter-vehicle
optimal safe spacing and potentially increase the risk of AV accidents or reduce the vehicle flow …

Safety and security through the design of autonomous intelligent vehicle systems and intelligent infrastructure in the smart city

D Tokody, A Albini, L Ady, Z Rajnai… - … of Complex Systems …, 2018 - hrcak.srce.hr
autonomous vehicles and vehicle systems. The development of autonomous intelligent vehicles
and vehicle systems … the cooperating intelligent transportation systems to achieve smart …

Autonomous vehicle: Security by design

A Chattopadhyay, KY Lam… - … Transportation Systems, 2020 - ieeexplore.ieee.org
… In the following discussions, unless specifically mentioned, we define Autonomous Vehicles
(AV) as modern vehicles with autonomy features at Level 3 and above as specified in Table I…

Combining safety and security in autonomous cars using blockchain technologies

L Davi, D Hatebur, M Heisel, R Wirtz - … Safety, Reliability, and Security …, 2019 - Springer
… blockchain-based architecture for autonomous vehicles to combine safety and security
aspects. Using a blockchain ensures the integrity of security and safety-relevant status messages …

Highly autonomous vehicle (system) design patterns–achieving fail operational and high level of safety and security

R Messnarz, G Macher, J Stolfa, S Stolfa - Systems, Software and Services …, 2019 - Springer
… To reach fail operational architectures different car manufacturers invest into new car
but cars are assured. In this paper we come up with a first list of highly autonomous vehicle (system

Collaborative analysis framework of safety and security for autonomous vehicles

J Cui, G Sabaliauskaite, LS Liew, F Zhou… - IEEE Access, 2019 - ieeexplore.ieee.org
… adoption because their safety and security issues are yet to be … of safety and security of
autonomous vehicles. This paper proposes a framework for analyzing both safety and security

Safety & security in the context of autonomous driving

M Koschuch, W Sebron, Z Szalay… - … Connected Vehicles …, 2019 - ieeexplore.ieee.org
autonomous driving we are currently facing a complex environment, where security problems
can easily result in safety… discussion of security aspects in the field of autonomous vehicles. …

[PDF][PDF] On the alignment of safety and security for autonomous vehicles

J Cui, G Sabaliauskaite - IARIA CYBER, Barcelona, Spain, 2017 - researchgate.net
autonomous vehicle safety and security at early development phases considering the levels
of driving … The proposed approach suggests a way to integrate safety and security lifecycle …

Security for safety: A path toward building trusted autonomous vehicles

RG Dutta, F Yu, T Zhang, Y Hu… - 2018 IEEE/ACM …, 2018 - ieeexplore.ieee.org
… prevent vehicles from malicious attacks on sensors. Thus, to ensure safety of the vehicular
system … , we propose a system-level security solution with integrated safety constraints, that is …

[PDF][PDF] Integrating autonomous vehicle safety and security

G Sabaliauskaite, J Cui - … -Technologies and Cyber-Systems  …, 2017 - personales.upv.es
… Ensuring the safety of autonomous vehicles, ie, reducing the number of traffic crashes to …
in autonomous vehicle development. Safety and security are interdependent (eg, security