生成式人工智能和儿童性虐待：安全源于设计.pdf

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1、2024 Databricks Inc.All rights reservedMichael SimpsonMichael SimpsonStaff Data Scientist at ThornStaff Data Scientist at Thorn1GENERATIVE AI AND GENERATIVE AI AND CHILD SEXUAL ABUSE:CHILD SEXUAL ABUSE:SAFETY BY DESIGNSAFETY BY DESIGN2024 Databricks Inc.All rights reserved2THORN BUILDS TECHNOLOGY TO

2、 TECHNOLOGY TO DEFEND CHILDREN DEFEND CHILDREN FROM SEXUAL FROM SEXUAL ABUSE.ABUSE.2024 Databricks Inc.All rights reservedIn 2023 alone,104,370,572104,370,572 images and videos of suspected child sexual abuse were reported in the U.S.up from 450,000 files in 2004.Source:https:/www.missingkids.org/cy

3、bertiplinedata3SAFETY SAFETY BY DESIGNDESIGNThe ProblemProblem2024 Databricks Inc.All rights reservedUpdate models with newer deep learning architecturesImprove Existing SolutionsUnderstand MisuseRespondImprove Existing SolutionsUnderstand MisuseRespond4Surveys and analysisTracking trends and measur

4、ing prevalenceNew technology and product solutionsSafety by DesignSAFETY SAFETY BY DESIGNDESIGNEmerging TechnologyEmerging TechnologyInnovative bursts in technology are a double edged sword.Bad actors misuse Innovative bursts in technology are a double edged sword.Bad actors misuse technology to har

5、m children;we use the best of tech to defend children.technology to harm children;we use the best of tech to defend children.2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved5SAFETY SAFETY BY DESIGNDESIGNAI for GoodAI for GoodACCELERATE ACCELERATE victim identificationvi

6、ctim identificationSTOPSTOPrevictimizationrevictimizationPREVENTPREVENTabuseabuse2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedModels generate photorealistic child sexual abuse material,at scaleAdding to the haystack:makes victim identification more difficultVictim Id