Hardware-in-the-loop-based real-time fault injection framework for dynamic behavior analysis of automotive software systems
A well-known challenge in the development of safety-critical systems in vehicles today is that
reliability and safety assessment should be rigorously addressed and monitored. As a matter …
reliability and safety assessment should be rigorously addressed and monitored. As a matter …
Exploring fault parameter space using reinforcement learning-based fault injection
Assessing the safety of complex Cyber-Physical Systems (CPS) is a challenge in any
industry. Fault Injection (FI) is a proven technique for safety analysis and is recommended by …
industry. Fault Injection (FI) is a proven technique for safety analysis and is recommended by …
[PDF][PDF] Model-based fault injection experiments for the safety analysis of exoskeleton system
Model-based fault injection methods are widely used for the evaluation of fault tolerance in
safety-critical control systems. In this paper, we introduce a new model-based fault injection …
safety-critical control systems. In this paper, we introduce a new model-based fault injection …
Search-based testing for accurate fault localization in CPS
Fault localization plays an important role in the design, verification and debugging of cyber-
physical systems (CPS). Finding the exact location of a fault that triggered a failure in a CPS …
physical systems (CPS). Finding the exact location of a fault that triggered a failure in a CPS …
FIM: fault injection and mutation for Simulink
We introduce FIM, an open-source toolkit for automated fault injection and mutant
generation in Simulink models. FIM allows the injection of faults into specific parts …
generation in Simulink models. FIM allows the injection of faults into specific parts …
Mobatsim: Model-based autonomous traffic simulation framework for fault-error-failure chain analysis
Safety analysis is an important topic affecting many different domains in engineering. As one
of the most safety-critical domains, the automotive sector needs tools and techniques to …
of the most safety-critical domains, the automotive sector needs tools and techniques to …
Property-based mutation testing
Mutation testing is an established software quality assurance technique for the assessment
of test suites. While it is well-suited to estimate the general fault-revealing capability of a test …
of test suites. While it is well-suited to estimate the general fault-revealing capability of a test …
A study of the interplay between safety and security using model-implemented fault injection
B Sangchoolie, P Folkesson… - 2018 14th European …, 2018 - ieeexplore.ieee.org
The combination of high mobility and wireless communication in many safety-critical
systems have increased their exposure to malicious security threats. Consequently, many …
systems have increased their exposure to malicious security threats. Consequently, many …
Learning embedding space for clustering from deep representations
P Dahal - 2018 IEEE International Conference on Big Data (Big …, 2018 - ieeexplore.ieee.org
Clustering is one of the most fundamental unsupervised tasks in machine learning and is
elementary in the exploration of high volume data. Recent works propose using deep neural …
elementary in the exploration of high volume data. Recent works propose using deep neural …
DELFASE: A Deep Learning Method for Fault Space Exploration
Cyber-Physical Systems (CPSs) are increasingly used in various safety-critical domains;
assuring the safety of these systems is of paramount importance. Fault Injection is known as …
assuring the safety of these systems is of paramount importance. Fault Injection is known as …