Comprehend Artificial Intelligence (AI)/Machine Learning (ML) CCSP Practice Questions (Page 1)

Questions 1–5

1. 1application · medium

   A multinational company uses an AI/ML-based system to analyze employee communications for insider threat detection. The system processes personal data of employees located in the European Union. The company must comply with GDPR requirements. Which practice is essential to ensure compliance?

   • AAnonymize all data before feeding it into the AI/ML model.
   • BObtain explicit consent from employees before processing their data.
   • CStore all processed data on-premises to avoid GDPR jurisdiction.
   • DUse a third-party AI/ML service that guarantees GDPR compliance.
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2. 2expert · hard

   A financial institution is developing an AI/ML model to detect fraudulent transactions. The training data is sourced from multiple internal systems, including transaction logs, customer profiles, and external threat intelligence feeds. The institution is subject to strict regulatory requirements regarding data accuracy and accountability. Which approach best ensures the reliability and compliance of the training data?

   • AUse only internal transaction logs to avoid external data reliability issues.
   • BImplement a data governance framework that includes validation, provenance tracking, and audit trails for all data sources.
   • CRely on the external threat intelligence provider to ensure data quality.
   • DIncrease the volume of training data to improve model accuracy and reduce compliance concerns.
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4. 3application · medium

   A security team deploys an AI/ML model to prioritize security alerts based on user behavior. The model is trained on historical data that includes user activity logs. The team is concerned that the model may inadvertently discriminate against certain user groups. Which action is most appropriate to address this ethical concern?

   • AIncrease the model's complexity to better capture user behavior patterns.
   • BRegularly audit the model's outcomes for bias and adjust the training data accordingly.
   • CUse only data from a single user group to ensure consistency.
   • DRemove all user demographic data from the training set.
   Reveal Solution Discussion Select an answer first
5. 4foundation · easy

   Which regulatory framework specifically addresses the protection of personal data and includes requirements for automated decision-making?

   • AGDPR
   • BPCI DSS
   • CISO 27001
   • DSOC 2
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6. 5foundation · easy

   What is a common requirement across regulations like GDPR and CCPA regarding the use of AI/ML in cloud security?

   • AEnsuring accountability and transparency in data handling
   • BRequiring all AI models to be open source
   • CProhibiting the use of AI in security
   • DMandating the use of on-premises infrastructure
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