How to certify machine learning based safety-critical systems? A systematic literature review
Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse Khomh, Giulio Antoniol, Ettore Merlo, François Laviolette
Topics & Concepts
CertificationComputer scienceLife-critical systemContext (archaeology)Domain (mathematical analysis)Systematic reviewRobustness (evolution)Engineering managementArtificial intelligenceSoftwareEngineeringManagementPolitical scienceBiologyChemistryLawGeneMathematical analysisPaleontologyMathematicsBiochemistryProgramming languageMEDLINEEconomicsAdversarial Robustness in Machine LearningSafety Systems Engineering in AutonomySoftware Reliability and Analysis Research