Quantification of the Impact of Random Hardware Faults on Safety-Critical AI Applications: CNN-Based Traffic Sign Recognition Case Study.
Michael BeyerAndrey MorozovKai DingSheng DingKlaus JanschekPublished in: ISSRE Workshops (2019)
Keyphrases
- safety critical
- case study
- embedded systems
- safety analysis
- fault tolerant
- low cost
- fault model
- formal methods
- nuclear power plant
- real time
- agent architecture
- fault diagnosis
- expert systems
- software engineering
- fault detection
- regulatory requirements
- support systems
- sensor data
- design process
- software development
- open source
- learning process
- cooperative