An integrated approach of threat analysis for autonomous vehicles perception system

S Ghosh, A Zaboli, J Hong, J Kwon - IEEE Access, 2023 - ieeexplore.ieee.org
… are as follows: • A comparative study is performed between traditional threat modeling …
security vulnerabilities of a battery management process for hybrid vehicles that can cause safety …

A taxonomy and survey on validation approaches for automated driving systems

C King, L Ries, J Langner, E Sax - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
… a broad survey on established validation approaches as well as research in this area. Based
on the survey, a comprehensive taxonomy for classifying validation approaches is given. …

Real-time recursive risk assessment framework for autonomous vehicle operations

WMD Chia, SL Keoh, AL Michala… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
… for autonomous vehicle (AV) development and validation is … as hazard analysis and risk
assessment (HARA) where risk is … This is a static process performed during the development …

Testing of autonomous driving systems: where are we and where should we go?

G Lou, Y Deng, X Zheng, M Zhang… - Proceedings of the 30th …, 2022 - dl.acm.org
… We recruited survey participants in three ways. First, we sent out surveys to the autonomous
driving companies where our interview participants came from. Second, we used the APIs …

Safety and risk analysis of autonomous vehicles using computer vision and neural networks

A Dixit, R Kumar Chidambaram, Z Allam - Vehicles, 2021 - mdpi.com
… In regards to the current study, specific methods for addressing problems related to lane
detection (both straight and curved lanes) were proposed by using Hough transforms and HSV …

Formal validation of probabilistic collision risk estimation for autonomous driving

P Ledent, A Paigwar, A Renzaglia… - … on Cybernetics and …, 2019 - ieeexplore.ieee.org
… In particular, we focus on the risk assessment generated by a … study of this paper, is the
estimation of the collision risk for each cell of the grid. Most of the existing risk estimation methods

Virtual testing of automated driving systems. A survey on validation methods

R Donà, B Ciuffo - IEEE Access, 2022 - ieeexplore.ieee.org
analysis techniques for model validation can be found in [62]. The survey work identifies two
main approaches: “… review of sensitivity analysis methods,” Risk analysis, vol. 22, no. 3, pp. …

Computational Intelligence for Dynamic Risk Assessment in IoT-connected Autonomous Vehicle Networks

N Memon - Journal of AI in Healthcare and Medicine, 2023 - healthsciencepub.com
… Through a simple case study, the … risk assessment techniques for dynamic risk assessment
in CAVs, it would be interesting to consider existing modeling techniques for risk evaluation

Sara: Security automotive risk analysis method

JP Monteuuis, A Boudguiga, J Zhang… - Proceedings of the 4th …, 2018 - dl.acm.org
… we propose a systematic threat analysis and risk assessment framework, … survey of existing
threat and risk analysis methods and a new security risk analysis for future automated driving

A survey of deep RL and IL for autonomous driving policy learning

Z Zhu, H Zhao - IEEE Transactions on Intelligent Transportation …, 2021 - ieeexplore.ieee.org
… energy management strategy (EMS) problem as a case study to … risk-sensitive behavior
generation that combined offline distribution reinforcement learning with online risk assessment, …