Survey on scenario-based safety assessment of automated vehicles
When will automated vehicles come onto the market? This question has puzzled the
automotive industry and society for years. The technology and its implementation have …
automotive industry and society for years. The technology and its implementation have …
Certified defenses against adversarial examples
While neural networks have achieved high accuracy on standard image classification
benchmarks, their accuracy drops to nearly zero in the presence of small adversarial …
benchmarks, their accuracy drops to nearly zero in the presence of small adversarial …
Testing, validation, and verification of robotic and autonomous systems: a systematic review
We perform a systematic literature review on testing, validation, and verification of robotic
and autonomous systems (RAS). The scope of this review covers peer-reviewed research …
and autonomous systems (RAS). The scope of this review covers peer-reviewed research …
Scalable end-to-end autonomous vehicle testing via rare-event simulation
While recent developments in autonomous vehicle (AV) technology highlight substantial
progress, we lack tools for rigorous and scalable testing. Real-world testing, the de facto …
progress, we lack tools for rigorous and scalable testing. Real-world testing, the de facto …
Automatic generation of safety-critical test scenarios for collision avoidance of road vehicles
M Althoff, S Lutz - 2018 IEEE Intelligent Vehicles Symposium …, 2018 - ieeexplore.ieee.org
It is apparent that one cannot rely solely on physical test drives for ensuring the correct
functionality of autonomous vehicles. Since physical test drives are costly and time …
functionality of autonomous vehicles. Since physical test drives are costly and time …
Requirements-driven test generation for autonomous vehicles with machine learning components
Autonomous vehicles are complex systems that are challenging to test and debug. A
requirements-driven approach to the development process can decrease the resources …
requirements-driven approach to the development process can decrease the resources …
Efficient black-box assessment of autonomous vehicle safety
While autonomous vehicle (AV) technology has shown substantial progress, we still lack
tools for rigorous and scalable testing. Real-world testing, the $\textit {de-facto} $ evaluation …
tools for rigorous and scalable testing. Real-world testing, the $\textit {de-facto} $ evaluation …
Rosch: real-time scheduling framework for ros
This paper presents a real-time scheduling framework for the robot operating system (ROS)
called ROSCH. ROS is an open-source software platform and a meta-operating system …
called ROSCH. ROS is an open-source software platform and a meta-operating system …
ARMET: Behavior-based secure and resilient industrial control systems
In this paper, we introduce a design methodology to develop reliable and secure industrial
control systems (ICSs) based on the behavior of their computational resources (ie …
control systems (ICSs) based on the behavior of their computational resources (ie …
Computer-aided design for safe autonomous vehicles
This paper details the design of an autonomous vehicle CAD toolchain, which captures
formal descriptions of driving scenarios in order to develop a safety case for an autonomous …
formal descriptions of driving scenarios in order to develop a safety case for an autonomous …