人工智能标准：评估中的应用和互动.pdf

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1、 2024 BSI Group All Rights ReservedAI Standards Application&Interaction in AssessmentsWSAI-9thand 10thOctober 2024-AmsterdamDilara GumusbasDilara Gumusbas:AI Technical SpecialistSimone VazzolerSimone Vazzoler:AI Technical Specialist 2024 BSI Group All Rights ReservedAgenda21.1.The EU Artificial Inte

2、lligence Act(AIA)The EU Artificial Intelligence Act(AIA)Key requirements of the Act for High-Risk AI Systems Compliance with the AIA2.State of the Art(SOTA),Harmonisation&2.State of the Art(SOTA),Harmonisation&PresumptionPresumption of Conformityof Conformity Definitions Key AI standards used when c

3、onducting AI assessments3.Case study:3.Case study:BiometricBiometric Identification System in Electronic Health Records(EHRs)Identification System in Electronic Health Records(EHRs)Observations Critical Issues Identification&Analysis 2024 BSI Group All Rights Reserved 2024 BSI.All rights reserved.Le

4、arning Objectives1.1.Describe Describe key requirements of the AIA2.2.Explain Explain the concept of State of the Art(SOTA)harmonisation,and the presumption of conformity using standards3.3.List List key standards considered when conducting AI assessments4.4.Apply Apply knowledge gained to use SOTA

5、to access against articles of the AIA3By the end of this session,you will be able to:2024 BSI Group All Rights ReservedThe EU Artificial Intelligence Act(AIA)4Article 9Article 9Risk Management SystemWhat is it What is it about?about?Why is it Why is it important?important?Risk assessment,evaluation,

6、mitigation,controlReduce the risk for the end userArticle 10Article 10Data&Data GovernanceLabeling,preprocessing,bias,training/validation/testingBad data implies bad modelArticle 11Article 11Technical DocumentationIntended purpose,model design,software usedProcess qualityArticle 12Article 12Record K