An integrated approach of threat analysis for autonomous vehicles perception system
… 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 …
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
… 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. …
on the survey, a comprehensive taxonomy for classifying validation approaches is given. …
Real-time recursive risk assessment framework for autonomous vehicle operations
… 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 …
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?
… 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 …
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
… 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 …
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 …
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
… 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. …
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 …
in CAVs, it would be interesting to consider existing modeling techniques for risk evaluation …
Sara: Security automotive risk analysis method
… 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 …
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, …
generation that combined offline distribution reinforcement learning with online risk assessment, …