The best way to validate that appropriate security controls are in place to prevent data loss is to review compliance with data loss and applicable mobile device user acceptance policies. This will ensure that the organization has established clear rules and guidelines for employees to follow when connecting their personal devices to company-owned computers. A walk-through, a DLP tool configuration, and a security awareness training are not sufficient to validate the effectiveness of the controls, as they may not cover all possible scenarios and risks. References: IT Audit Fundamentals Certificate Resources

Sampling risk is the risk that the auditor's conclusion based on a sample may be different from the conclusion that would be reached if the entire population was tested using the same audit procedure. Sampling risk can lead to either incorrect rejection or incorrect acceptance of the audit objective. The best way to minimize sampling risk is to perform statistical sampling. Statistical sampling is a method of selecting and evaluating a sample using probability theory and mathematical calculations. Statistical sampling allows auditors to measure and control the sampling risk by determining the appropriate sample size and selection method, and evaluating the results using confidence levels and precision intervals. Statistical sampling can also provide more objective and consistent results than judgmental sampling, which relies on the auditor's professional judgment and experience.
References:
* 6: Sampling Risks: Definition, Example, and Explanation - Wikiaccounting
* 7: Sampling Risk in Audit | Sampling vs non sampling risk - Accountinguide
* 9: Audit sampling | ACCA Qualification | Students | ACCA Global

An appropriate role of internal audit in helping to establish an organization's privacy program is analyzing risks posed by new regulations. A privacy program is a set of policies, procedures, and controls that aim to protect the personal data of individuals from unauthorized or unlawful collection, use, disclosure, or disposal.
A privacy program should comply with the applicable laws and regulations that govern the privacy rights and obligations of individuals and organizations, such as the General Data Protection Regulation (GDPR) or the California Consumer Privacy Act (CCPA). New regulations may introduce new requirements or changes that affect the organization's privacy program and expose it to potential compliance risks or penalties. Therefore, internal audit can help to establish an organization's privacy program by analyzing the risks posed by new regulations and providingassurance, advice, or recommendations on how to address them1. The other options are less appropriate or incorrect because:
B). Developing procedures to monitor the use of personal data is not an appropriate role of internal audit in helping to establish an organization's privacy program, as it is more of a management or operational role.
Internal audit should not be involved in designing or implementing the organization's privacy program, as it would compromise its independence and objectivity. Internal audit should provide assurance on the effectiveness and efficiency of the organization's privacy program, but not create or execute it2.
C). Defining roles within the organization related to privacy is not an appropriate role of internal audit in helping to establish an organization's privacy program, as it is more of a governance or strategic role. Internal audit should not be involved in setting or approving the organization's privacy strategy, objectives, or policies, as it would compromise its independence and objectivity. Internal audit should provide assurance on the alignment and compliance ofthe organization's privacy program with its strategy, objectives, and policies, but not define or approve them2.
D). Designing controls to protect personal data is not an appropriate role of internal audit in helping to establish an organization's privacy program, as it is more of a management or operational role. Internal audit should not be involved in designing or implementing the organization's privacy program, as it would compromise its independence and objectivity. Internal audit should provide assurance on the adequacy and effectiveness of the organization's privacy program, but not design or implement it2. References: ISACA Introduces New Audit Programs for Business Continuity/Disaster ..., Best Practices for Privacy Audits - ISACA, ISACA Produces New Audit and Assurance Programs for Data Privacy and ...