{"id":105433,"date":"2025-07-09T06:18:20","date_gmt":"2025-07-09T06:18:20","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=105433"},"modified":"2025-09-22T06:39:38","modified_gmt":"2025-09-22T06:39:38","slug":"latest-isaca-aaia-exam-dumps-v8-02-for-your-isaca-advanced-in-ai-audit-aaia-certification-exam-preparation","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/latest-isaca-aaia-exam-dumps-v8-02-for-your-isaca-advanced-in-ai-audit-aaia-certification-exam-preparation.html","title":{"rendered":"Latest ISACA AAIA Exam Dumps (V8.02) for Your ISACA Advanced in AI Audit (AAIA) Certification Exam Preparation"},"content":{"rendered":"<p>ISACA has launched the Advanced in AI Audit (AAIA) certification\u2014the first advanced audit-specific artificial intelligence certification designed for experienced auditors. Building on skills validated by ISACA&#8217;s CISA or those held by qualified CIA (IIA) or CPA (AICPA) professionals, it empowers auditing experts to meet challenges and become leaders in the emerging AI landscape. Get ahead in your AAIA certification journey with the latest dumps today. DumpsBase released the latest ISACA AAIA dumps (V8.02) with 90 practice exam questions and answers, which are designed to match the real exam format, giving you the confidence and preparation needed to pass on your first attempt. Whether you&#8217;re a first-time test taker or retaking for improvement, the latest AAIA dumps from DumpsBase are your key to success.<\/p>\n<h2>Check the <em><span style=\"background-color: #00ffff;\">AAIA free dumps online<\/span><\/em> to verify the quality of the latest dumps:<\/h2>\n<script>\n\t  window.fbAsyncInit = function() {\n\t    FB.init({\n\t      appId            : '622169541470367',\n\t      autoLogAppEvents : true,\n\t      xfbml            : true,\n\t      version          : 'v3.1'\n\t    });\n\t  };\n\t\n\t  (function(d, s, id){\n\t     var js, fjs = d.getElementsByTagName(s)[0];\n\t     if (d.getElementById(id)) {return;}\n\t     js = d.createElement(s); js.id = id;\n\t     js.src = \"https:\/\/connect.facebook.net\/en_US\/sdk.js\";\n\t     fjs.parentNode.insertBefore(js, fjs);\n\t   }(document, 'script', 'facebook-jssdk'));\n\t<\/script><script type=\"text\/javascript\" >\ndocument.addEventListener(\"DOMContentLoaded\", function(event) { \nif(!window.jQuery) alert(\"The important jQuery library is not properly loaded in your site. Your WordPress theme is probably missing the essential wp_head() call. You can switch to another theme and you will see that the plugin works fine and this notice disappears. If you are still not sure what to do you can contact us for help.\");\n});\n<\/script>  \n  \n<div  id=\"watupro_quiz\" class=\"quiz-area single-page-quiz\">\n<p id=\"submittingExam10392\" style=\"display:none;text-align:center;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\"><\/p>\n\n<div class=\"watupro-exam-description\" id=\"description-quiz-10392\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-10392\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-411763'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>Which of the following is MOST important to consider when auditing an organization's AI procedures?<\/div><input type='hidden' name='question_id[]' id='qID_1' value='411763' \/><input type='hidden' id='answerType411763' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411763[]' id='answer-id-1595927' class='answer   answerof-411763 ' value='1595927'   \/><label for='answer-id-1595927' id='answer-label-1595927' class=' answer'><span>Frequency of AI system updates to enhance security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411763[]' id='answer-id-1595928' class='answer   answerof-411763 ' value='1595928'   \/><label for='answer-id-1595928' id='answer-label-1595928' class=' answer'><span>Employee training on recognized AI best practices<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411763[]' id='answer-id-1595929' class='answer   answerof-411763 ' value='1595929'   \/><label for='answer-id-1595929' id='answer-label-1595929' class=' answer'><span>Backup and recovery in the event of an AI data breach<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411763[]' id='answer-id-1595930' class='answer   answerof-411763 ' value='1595930'   \/><label for='answer-id-1595930' id='answer-label-1595930' class=' answer'><span>AI data validation and filtration to prevent data poisoning<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-2' style=';'><div id='questionWrap-2'  class='   watupro-question-id-411764'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/span>When auditing the transparency of an AI system, which of the following would be the MOST effective way to understand the model's decision-making process?<\/div><input type='hidden' name='question_id[]' id='qID_2' value='411764' \/><input type='hidden' id='answerType411764' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411764[]' id='answer-id-1595931' class='answer   answerof-411764 ' value='1595931'   \/><label for='answer-id-1595931' id='answer-label-1595931' class=' answer'><span>Evaluating the diversity of the training data set<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411764[]' id='answer-id-1595932' class='answer   answerof-411764 ' value='1595932'   \/><label for='answer-id-1595932' id='answer-label-1595932' class=' answer'><span>Analyzing the complexity of the algorithms used<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411764[]' id='answer-id-1595933' class='answer   answerof-411764 ' value='1595933'   \/><label for='answer-id-1595933' id='answer-label-1595933' class=' answer'><span>Assessing the computational cost of the model<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411764[]' id='answer-id-1595934' class='answer   answerof-411764 ' value='1595934'   \/><label for='answer-id-1595934' id='answer-label-1595934' class=' answer'><span>Reviewing the explainability of AI outputs<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-3' style=';'><div id='questionWrap-3'  class='   watupro-question-id-411765'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/span>The PRIMARY purpose of maintaining an audit trail in AI systems is to:<\/div><input type='hidden' name='question_id[]' id='qID_3' value='411765' \/><input type='hidden' id='answerType411765' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411765[]' id='answer-id-1595935' class='answer   answerof-411765 ' value='1595935'   \/><label for='answer-id-1595935' id='answer-label-1595935' class=' answer'><span>Facilitate transparency and traceability of decisions.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411765[]' id='answer-id-1595936' class='answer   answerof-411765 ' value='1595936'   \/><label for='answer-id-1595936' id='answer-label-1595936' class=' answer'><span>Analyze model accuracy and fairness.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411765[]' id='answer-id-1595937' class='answer   answerof-411765 ' value='1595937'   \/><label for='answer-id-1595937' id='answer-label-1595937' class=' answer'><span>Measure computational efficiency.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411765[]' id='answer-id-1595938' class='answer   answerof-411765 ' value='1595938'   \/><label for='answer-id-1595938' id='answer-label-1595938' class=' answer'><span>Ensure compliance with regulatory standards for A<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-4' style=';'><div id='questionWrap-4'  class='   watupro-question-id-411766'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/span>A digital bank utilizes an AI system to generate credit scores. <br \/>\r<br>Which of the following would BEST mitigate the risk of sudden and unexplained changes in a borrower\u2019s credit score?<\/div><input type='hidden' name='question_id[]' id='qID_4' value='411766' \/><input type='hidden' id='answerType411766' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411766[]' id='answer-id-1595939' class='answer   answerof-411766 ' value='1595939'   \/><label for='answer-id-1595939' id='answer-label-1595939' class=' answer'><span>Ensuring the system is periodically reviewed and calibrated by human experts to maintain stability in predictions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411766[]' id='answer-id-1595940' class='answer   answerof-411766 ' value='1595940'   \/><label for='answer-id-1595940' id='answer-label-1595940' class=' answer'><span>Using only data from the last six months to one year to avoid outdated information affecting the credit score<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411766[]' id='answer-id-1595941' class='answer   answerof-411766 ' value='1595941'   \/><label for='answer-id-1595941' id='answer-label-1595941' class=' answer'><span>Allowing the AI to operate fully autonomously to prevent processing delays<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411766[]' id='answer-id-1595942' class='answer   answerof-411766 ' value='1595942'   \/><label for='answer-id-1595942' id='answer-label-1595942' class=' answer'><span>Obtaining and validating the credit scores from third-party agencies to cross-check AI-generated results<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-5' style=';'><div id='questionWrap-5'  class='   watupro-question-id-411767'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/span>Which of the following AI system characteristics would BEST help an IS auditor evaluate the system's algorithm?<\/div><input type='hidden' name='question_id[]' id='qID_5' value='411767' \/><input type='hidden' id='answerType411767' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411767[]' id='answer-id-1595943' class='answer   answerof-411767 ' value='1595943'   \/><label for='answer-id-1595943' id='answer-label-1595943' class=' answer'><span>The AI system algorithm uses training data to inform decision output.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411767[]' id='answer-id-1595944' class='answer   answerof-411767 ' value='1595944'   \/><label for='answer-id-1595944' id='answer-label-1595944' class=' answer'><span>The AI system provides multiple options for model training.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411767[]' id='answer-id-1595945' class='answer   answerof-411767 ' value='1595945'   \/><label for='answer-id-1595945' id='answer-label-1595945' class=' answer'><span>The AI system provides transparent justification of decisions.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411767[]' id='answer-id-1595946' class='answer   answerof-411767 ' value='1595946'   \/><label for='answer-id-1595946' id='answer-label-1595946' class=' answer'><span>The AI system uses archived transaction data to provide decisions.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-411768'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/span>An IS auditor is auditing an organization\u2019s data governance framework. The primary objective is to provide assurance that data management practices are standardized to support a trustworthy AI system. <br \/>\r<br>Which of the following should be the auditor's MOST important consideration?<\/div><input type='hidden' name='question_id[]' id='qID_6' value='411768' \/><input type='hidden' id='answerType411768' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411768[]' id='answer-id-1595947' class='answer   answerof-411768 ' value='1595947'   \/><label for='answer-id-1595947' id='answer-label-1595947' class=' answer'><span>Retention of stored data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411768[]' id='answer-id-1595948' class='answer   answerof-411768 ' value='1595948'   \/><label for='answer-id-1595948' id='answer-label-1595948' class=' answer'><span>Portability of data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411768[]' id='answer-id-1595949' class='answer   answerof-411768 ' value='1595949'   \/><label for='answer-id-1595949' id='answer-label-1595949' class=' answer'><span>Data practices for training models<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411768[]' id='answer-id-1595950' class='answer   answerof-411768 ' value='1595950'   \/><label for='answer-id-1595950' id='answer-label-1595950' class=' answer'><span>Accountability for data management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-7' style=';'><div id='questionWrap-7'  class='   watupro-question-id-411769'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/span>Which of the following is an IS auditor's MOST important course of action when determining whether source data should be entered into approved generative AI tools to assist with an audit?<\/div><input type='hidden' name='question_id[]' id='qID_7' value='411769' \/><input type='hidden' id='answerType411769' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411769[]' id='answer-id-1595951' class='answer   answerof-411769 ' value='1595951'   \/><label for='answer-id-1595951' id='answer-label-1595951' class=' answer'><span>Validate that the tool is leveraging the latest model.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411769[]' id='answer-id-1595952' class='answer   answerof-411769 ' value='1595952'   \/><label for='answer-id-1595952' id='answer-label-1595952' class=' answer'><span>Validate that the tool provides a privacy notice.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411769[]' id='answer-id-1595953' class='answer   answerof-411769 ' value='1595953'   \/><label for='answer-id-1595953' id='answer-label-1595953' class=' answer'><span>Determine whether any AI model hallucinations have occurred.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411769[]' id='answer-id-1595954' class='answer   answerof-411769 ' value='1595954'   \/><label for='answer-id-1595954' id='answer-label-1595954' class=' answer'><span>Determine whether the information is reliable.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-8' style=';'><div id='questionWrap-8'  class='   watupro-question-id-411770'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/span>Which of the following is an IS auditor MOST likely to use in order to ensure an AI model has the ability to make correct predictions?<\/div><input type='hidden' name='question_id[]' id='qID_8' value='411770' \/><input type='hidden' id='answerType411770' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411770[]' id='answer-id-1595955' class='answer   answerof-411770 ' value='1595955'   \/><label for='answer-id-1595955' id='answer-label-1595955' class=' answer'><span>Adversarial testing<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411770[]' id='answer-id-1595956' class='answer   answerof-411770 ' value='1595956'   \/><label for='answer-id-1595956' id='answer-label-1595956' class=' answer'><span>Group analysis<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411770[]' id='answer-id-1595957' class='answer   answerof-411770 ' value='1595957'   \/><label for='answer-id-1595957' id='answer-label-1595957' class=' answer'><span>Latency testing<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411770[]' id='answer-id-1595958' class='answer   answerof-411770 ' value='1595958'   \/><label for='answer-id-1595958' id='answer-label-1595958' class=' answer'><span>Confusion matrix<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-411771'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/span>Which of the following is the BEST way to support the development and design of high-risk AI systems?<\/div><input type='hidden' name='question_id[]' id='qID_9' value='411771' \/><input type='hidden' id='answerType411771' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411771[]' id='answer-id-1595959' class='answer   answerof-411771 ' value='1595959'   \/><label for='answer-id-1595959' id='answer-label-1595959' class=' answer'><span>Regularly back up the AI system's data to a secure, offsite location.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411771[]' id='answer-id-1595960' class='answer   answerof-411771 ' value='1595960'   \/><label for='answer-id-1595960' id='answer-label-1595960' class=' answer'><span>Conduct regular training sessions for users on data privacy.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411771[]' id='answer-id-1595961' class='answer   answerof-411771 ' value='1595961'   \/><label for='answer-id-1595961' id='answer-label-1595961' class=' answer'><span>Ensure the availability of trustworthy data sets.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411771[]' id='answer-id-1595962' class='answer   answerof-411771 ' value='1595962'   \/><label for='answer-id-1595962' id='answer-label-1595962' class=' answer'><span>Implement multi-factor authentication (MFA) for all users accessing the AI system.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-10' style=';'><div id='questionWrap-10'  class='   watupro-question-id-411772'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/span>A healthcare organization uses patient data to train an AI model for early disease detection. <br \/>\r<br>Which of the following practices provides the BEST assurance that personal data is secure and its integrity is maintained?<\/div><input type='hidden' name='question_id[]' id='qID_10' value='411772' \/><input type='hidden' id='answerType411772' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411772[]' id='answer-id-1595963' class='answer   answerof-411772 ' value='1595963'   \/><label for='answer-id-1595963' id='answer-label-1595963' class=' answer'><span>Encrypting stored data to reduce exposure and log access<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411772[]' id='answer-id-1595964' class='answer   answerof-411772 ' value='1595964'   \/><label for='answer-id-1595964' id='answer-label-1595964' class=' answer'><span>Updating the AI model with new data and tracking changes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411772[]' id='answer-id-1595965' class='answer   answerof-411772 ' value='1595965'   \/><label for='answer-id-1595965' id='answer-label-1595965' class=' answer'><span>Implementing strict data access controls and conducting security tests<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411772[]' id='answer-id-1595966' class='answer   answerof-411772 ' value='1595966'   \/><label for='answer-id-1595966' id='answer-label-1595966' class=' answer'><span>Anonymizing patient data and performing regular quality checks<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-11' style=';'><div id='questionWrap-11'  class='   watupro-question-id-411773'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/span>Which of the following should be done FIRST when an attacker exfiltrates sensitive information from an AI model?<\/div><input type='hidden' name='question_id[]' id='qID_11' value='411773' \/><input type='hidden' id='answerType411773' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411773[]' id='answer-id-1595967' class='answer   answerof-411773 ' value='1595967'   \/><label for='answer-id-1595967' id='answer-label-1595967' class=' answer'><span>Implement rate limiting and query restrictions to reduce exploitation attempts.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411773[]' id='answer-id-1595968' class='answer   answerof-411773 ' value='1595968'   \/><label for='answer-id-1595968' id='answer-label-1595968' class=' answer'><span>Isolate impacted systems until the attack vector is identified.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411773[]' id='answer-id-1595969' class='answer   answerof-411773 ' value='1595969'   \/><label for='answer-id-1595969' id='answer-label-1595969' class=' answer'><span>Rebuild the AI model using a more secure architecture.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411773[]' id='answer-id-1595970' class='answer   answerof-411773 ' value='1595970'   \/><label for='answer-id-1595970' id='answer-label-1595970' class=' answer'><span>Inform regulators and affected stakeholders of a potential data breach.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-12' style=';'><div id='questionWrap-12'  class='   watupro-question-id-411774'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>Which of the following is the MOST important purpose of conducting a risk assessment for AI models within an organization?<\/div><input type='hidden' name='question_id[]' id='qID_12' value='411774' \/><input type='hidden' id='answerType411774' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411774[]' id='answer-id-1595971' class='answer   answerof-411774 ' value='1595971'   \/><label for='answer-id-1595971' id='answer-label-1595971' class=' answer'><span>Categorizing data used by the AI model<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411774[]' id='answer-id-1595972' class='answer   answerof-411774 ' value='1595972'   \/><label for='answer-id-1595972' id='answer-label-1595972' class=' answer'><span>Defining mitigation strategies for AI deployment<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411774[]' id='answer-id-1595973' class='answer   answerof-411774 ' value='1595973'   \/><label for='answer-id-1595973' id='answer-label-1595973' class=' answer'><span>Monitoring AI model performance on an ongoing basis<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411774[]' id='answer-id-1595974' class='answer   answerof-411774 ' value='1595974'   \/><label for='answer-id-1595974' id='answer-label-1595974' class=' answer'><span>Determining whether AI model outputs align with established use cases<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-411775'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/span>An organization is adopting AI for its procurement and inventory teams, raising concern from stakeholders that they will lose their jobs due to AI. <br \/>\r<br>Which of the following is the BEST way for the IS auditor to assess whether the potential negative impacts were minimized?<\/div><input type='hidden' name='question_id[]' id='qID_13' value='411775' \/><input type='hidden' id='answerType411775' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411775[]' id='answer-id-1595975' class='answer   answerof-411775 ' value='1595975'   \/><label for='answer-id-1595975' id='answer-label-1595975' class=' answer'><span>Review human-centered design practices to determine how they were considered.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411775[]' id='answer-id-1595976' class='answer   answerof-411775 ' value='1595976'   \/><label for='answer-id-1595976' id='answer-label-1595976' class=' answer'><span>Review the AI roadmap for short-term and long-term milestones.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411775[]' id='answer-id-1595977' class='answer   answerof-411775 ' value='1595977'   \/><label for='answer-id-1595977' id='answer-label-1595977' class=' answer'><span>Review how the project management team collected feedback in engagement activities.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411775[]' id='answer-id-1595978' class='answer   answerof-411775 ' value='1595978'   \/><label for='answer-id-1595978' id='answer-label-1595978' class=' answer'><span>Review the current state assessment of how AI may impact the organization.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-411776'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>An IS auditor is looking to expedite reporting for an audit with complex issues. <br \/>\r<br>Which of the following would be the MOST effective way for the auditor to use generative AI?<\/div><input type='hidden' name='question_id[]' id='qID_14' value='411776' \/><input type='hidden' id='answerType411776' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411776[]' id='answer-id-1595979' class='answer   answerof-411776 ' value='1595979'   \/><label for='answer-id-1595979' id='answer-label-1595979' class=' answer'><span>Developing action items discussed in closing meetings for management action plans<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411776[]' id='answer-id-1595980' class='answer   answerof-411776 ' value='1595980'   \/><label for='answer-id-1595980' id='answer-label-1595980' class=' answer'><span>Developing a draft of an executive summary based on detailed findings and audit scope<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411776[]' id='answer-id-1595981' class='answer   answerof-411776 ' value='1595981'   \/><label for='answer-id-1595981' id='answer-label-1595981' class=' answer'><span>Revising audit conclusions with precise verbiage to describe the audit observations<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411776[]' id='answer-id-1595982' class='answer   answerof-411776 ' value='1595982'   \/><label for='answer-id-1595982' id='answer-label-1595982' class=' answer'><span>Revising audit background and scope information based on new information from management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-15' style=';'><div id='questionWrap-15'  class='   watupro-question-id-411777'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>Which of the following is the PRIMARY purpose of an AI acceptable use policy?<\/div><input type='hidden' name='question_id[]' id='qID_15' value='411777' \/><input type='hidden' id='answerType411777' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411777[]' id='answer-id-1595983' class='answer   answerof-411777 ' value='1595983'   \/><label for='answer-id-1595983' id='answer-label-1595983' class=' answer'><span>Establishing guidance on the ethical use of AI<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411777[]' id='answer-id-1595984' class='answer   answerof-411777 ' value='1595984'   \/><label for='answer-id-1595984' id='answer-label-1595984' class=' answer'><span>Outlining AI usage monitoring procedures<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411777[]' id='answer-id-1595985' class='answer   answerof-411777 ' value='1595985'   \/><label for='answer-id-1595985' id='answer-label-1595985' class=' answer'><span>Educating employees on where to find and how to use AI tools<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411777[]' id='answer-id-1595986' class='answer   answerof-411777 ' value='1595986'   \/><label for='answer-id-1595986' id='answer-label-1595986' class=' answer'><span>Explaining the distinction between different types of AI<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-16' style=';'><div id='questionWrap-16'  class='   watupro-question-id-411778'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>16. <\/span>While evaluating a complex machine learning (ML) model used for regulatory compliance in a financial institution, which of the following should the IS auditor do to BEST ensure transparency?<\/div><input type='hidden' name='question_id[]' id='qID_16' value='411778' \/><input type='hidden' id='answerType411778' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411778[]' id='answer-id-1595987' class='answer   answerof-411778 ' value='1595987'   \/><label for='answer-id-1595987' id='answer-label-1595987' class=' answer'><span>Document sources and data processes.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411778[]' id='answer-id-1595988' class='answer   answerof-411778 ' value='1595988'   \/><label for='answer-id-1595988' id='answer-label-1595988' class=' answer'><span>Create dashboards to show outputs.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411778[]' id='answer-id-1595989' class='answer   answerof-411778 ' value='1595989'   \/><label for='answer-id-1595989' id='answer-label-1595989' class=' answer'><span>Provide periodic model audit reports.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411778[]' id='answer-id-1595990' class='answer   answerof-411778 ' value='1595990'   \/><label for='answer-id-1595990' id='answer-label-1595990' class=' answer'><span>Use tools that explain model decisions.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-17' style=';'><div id='questionWrap-17'  class='   watupro-question-id-411779'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>17. <\/span>Which of the following is the GREATEST challenge facing IS auditors evaluating the explainability of generative AI models?<\/div><input type='hidden' name='question_id[]' id='qID_17' value='411779' \/><input type='hidden' id='answerType411779' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411779[]' id='answer-id-1595991' class='answer   answerof-411779 ' value='1595991'   \/><label for='answer-id-1595991' id='answer-label-1595991' class=' answer'><span>Differences of opinion regarding model types<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411779[]' id='answer-id-1595992' class='answer   answerof-411779 ' value='1595992'   \/><label for='answer-id-1595992' id='answer-label-1595992' class=' answer'><span>Difficulties in preventing the input of biased data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411779[]' id='answer-id-1595993' class='answer   answerof-411779 ' value='1595993'   \/><label for='answer-id-1595993' id='answer-label-1595993' class=' answer'><span>Performance issues due to excessive computation<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411779[]' id='answer-id-1595994' class='answer   answerof-411779 ' value='1595994'   \/><label for='answer-id-1595994' id='answer-label-1595994' class=' answer'><span>Algorithms changing as AI continues to learn<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-18' style=';'><div id='questionWrap-18'  class='   watupro-question-id-411780'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>18. <\/span>For a sales promotion, an AI system sorts customer attributes into several categories by analyzing transaction history. <br \/>\r<br>Verifying which of the following would BEST validate the effectiveness of this process?<\/div><input type='hidden' name='question_id[]' id='qID_18' value='411780' \/><input type='hidden' id='answerType411780' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411780[]' id='answer-id-1595995' class='answer   answerof-411780 ' value='1595995'   \/><label for='answer-id-1595995' id='answer-label-1595995' class=' answer'><span>Stress tests are regularly conducted to maintain consistent AI performance.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411780[]' id='answer-id-1595996' class='answer   answerof-411780 ' value='1595996'   \/><label for='answer-id-1595996' id='answer-label-1595996' class=' answer'><span>The applied methodology adequately reflects business objectives.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411780[]' id='answer-id-1595997' class='answer   answerof-411780 ' value='1595997'   \/><label for='answer-id-1595997' id='answer-label-1595997' class=' answer'><span>Sensitive attributes are converted to other data types prior to input.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411780[]' id='answer-id-1595998' class='answer   answerof-411780 ' value='1595998'   \/><label for='answer-id-1595998' id='answer-label-1595998' class=' answer'><span>Sampling of AI output is conducted to identify unusual decisions.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-19' style=';'><div id='questionWrap-19'  class='   watupro-question-id-411781'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>19. <\/span>A bank uses a video-based know your customer (KYC) verification process. Cybercriminals exploit this process by using deepfake technology to impersonate bank customers. <br \/>\r<br>Which of the following countermeasures is the BEST way for the bank to mitigate this risk?<\/div><input type='hidden' name='question_id[]' id='qID_19' value='411781' \/><input type='hidden' id='answerType411781' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411781[]' id='answer-id-1595999' class='answer   answerof-411781 ' value='1595999'   \/><label for='answer-id-1595999' id='answer-label-1595999' class=' answer'><span>Requesting additional identity and address documents for verification<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411781[]' id='answer-id-1596000' class='answer   answerof-411781 ' value='1596000'   \/><label for='answer-id-1596000' id='answer-label-1596000' class=' answer'><span>Leveraging AI-based liveness detection during video verification<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411781[]' id='answer-id-1596001' class='answer   answerof-411781 ' value='1596001'   \/><label for='answer-id-1596001' id='answer-label-1596001' class=' answer'><span>Encrypting all customer data and communication<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411781[]' id='answer-id-1596002' class='answer   answerof-411781 ' value='1596002'   \/><label for='answer-id-1596002' id='answer-label-1596002' class=' answer'><span>Discontinuing the use of the video-based verification process<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-20' style=';'><div id='questionWrap-20'  class='   watupro-question-id-411782'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>20. <\/span>Which of the following key performance indicators (KPIs) are MOST important when evaluating whether an AI model meets business objectives?<\/div><input type='hidden' name='question_id[]' id='qID_20' value='411782' \/><input type='hidden' id='answerType411782' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411782[]' id='answer-id-1596003' class='answer   answerof-411782 ' value='1596003'   \/><label for='answer-id-1596003' id='answer-label-1596003' class=' answer'><span>Cost of resources required for AI model training<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411782[]' id='answer-id-1596004' class='answer   answerof-411782 ' value='1596004'   \/><label for='answer-id-1596004' id='answer-label-1596004' class=' answer'><span>Number of users interacting with the AI model<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411782[]' id='answer-id-1596005' class='answer   answerof-411782 ' value='1596005'   \/><label for='answer-id-1596005' id='answer-label-1596005' class=' answer'><span>Frequency of AI model retraining<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411782[]' id='answer-id-1596006' class='answer   answerof-411782 ' value='1596006'   \/><label for='answer-id-1596006' id='answer-label-1596006' class=' answer'><span>AI model accuracy in predicting actual outcomes<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-21' style=';'><div id='questionWrap-21'  class='   watupro-question-id-411783'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>21. <\/span>When auditing a research agency's use of generative AI models for analyzing scientific data, which of the following is MOST critical to evaluate in order to prevent hallucinatory results and ensure the accuracy of outputs?<\/div><input type='hidden' name='question_id[]' id='qID_21' value='411783' \/><input type='hidden' id='answerType411783' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411783[]' id='answer-id-1596007' class='answer   answerof-411783 ' value='1596007'   \/><label for='answer-id-1596007' id='answer-label-1596007' class=' answer'><span>The effectiveness of data anonymization processes that help preserve data quality<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411783[]' id='answer-id-1596008' class='answer   answerof-411783 ' value='1596008'   \/><label for='answer-id-1596008' id='answer-label-1596008' class=' answer'><span>The algorithms for generative AI models designed to detect and correct data bias before processing<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411783[]' id='answer-id-1596009' class='answer   answerof-411783 ' value='1596009'   \/><label for='answer-id-1596009' id='answer-label-1596009' class=' answer'><span>The frequency of data audits verifying the integrity and accuracy of inputs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411783[]' id='answer-id-1596010' class='answer   answerof-411783 ' value='1596010'   \/><label for='answer-id-1596010' id='answer-label-1596010' class=' answer'><span>The measures in place to ensure the appropriateness and relevance of input data for generative AI models<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-22' style=';'><div id='questionWrap-22'  class='   watupro-question-id-411784'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>22. <\/span>When converting data categories before training an AI model, which of the following scenarios represents the GREATEST risk?<\/div><input type='hidden' name='question_id[]' id='qID_22' value='411784' \/><input type='hidden' id='answerType411784' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411784[]' id='answer-id-1596011' class='answer   answerof-411784 ' value='1596011'   \/><label for='answer-id-1596011' id='answer-label-1596011' class=' answer'><span>One-hot encoding the data attribute car colors for the options red, blue, green, black, white<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411784[]' id='answer-id-1596012' class='answer   answerof-411784 ' value='1596012'   \/><label for='answer-id-1596012' id='answer-label-1596012' class=' answer'><span>Creating dummy variables for the data attribute dog breed for the options labrador, terrier, beagle<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411784[]' id='answer-id-1596013' class='answer   answerof-411784 ' value='1596013'   \/><label for='answer-id-1596013' id='answer-label-1596013' class=' answer'><span>One-hot encoding the data attribute customer rewards category for the options economy, business, first class<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411784[]' id='answer-id-1596014' class='answer   answerof-411784 ' value='1596014'   \/><label for='answer-id-1596014' id='answer-label-1596014' class=' answer'><span>Creating dummy variables for the data attribute product flavor for the options vanilla, chocolate, strawberry, banana<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-23' style=';'><div id='questionWrap-23'  class='   watupro-question-id-411785'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>23. <\/span>A retail organization uses an AI model to forecast inventory based on customer purchasing trends and updates the model quarterly. The model recently failed to recognize a surge in demand during a popular shopping season. <br \/>\r<br>Which of the following issues does this situation BEST demonstrate?<\/div><input type='hidden' name='question_id[]' id='qID_23' value='411785' \/><input type='hidden' id='answerType411785' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411785[]' id='answer-id-1596015' class='answer   answerof-411785 ' value='1596015'   \/><label for='answer-id-1596015' id='answer-label-1596015' class=' answer'><span>Limited data set diversity impacting model training<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411785[]' id='answer-id-1596016' class='answer   answerof-411785 ' value='1596016'   \/><label for='answer-id-1596016' id='answer-label-1596016' class=' answer'><span>Data drift impacting system forecasting<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411785[]' id='answer-id-1596017' class='answer   answerof-411785 ' value='1596017'   \/><label for='answer-id-1596017' id='answer-label-1596017' class=' answer'><span>Overfitting issues due to a small training data set<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411785[]' id='answer-id-1596018' class='answer   answerof-411785 ' value='1596018'   \/><label for='answer-id-1596018' id='answer-label-1596018' class=' answer'><span>Lack of outlier checks in data affecting forecast accuracy<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-24' style=';'><div id='questionWrap-24'  class='   watupro-question-id-411786'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>24. <\/span>Which of the following metrics are the BEST indication of a mature and effective approach to an organization's data governance program for its AI systems?<\/div><input type='hidden' name='question_id[]' id='qID_24' value='411786' \/><input type='hidden' id='answerType411786' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411786[]' id='answer-id-1596019' class='answer   answerof-411786 ' value='1596019'   \/><label for='answer-id-1596019' id='answer-label-1596019' class=' answer'><span>Number of AI projects completed within the last fiscal year<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411786[]' id='answer-id-1596020' class='answer   answerof-411786 ' value='1596020'   \/><label for='answer-id-1596020' id='answer-label-1596020' class=' answer'><span>Percentage of AI models with documented data lineage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411786[]' id='answer-id-1596021' class='answer   answerof-411786 ' value='1596021'   \/><label for='answer-id-1596021' id='answer-label-1596021' class=' answer'><span>Frequency of data quality audits on the organization's data sets<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411786[]' id='answer-id-1596022' class='answer   answerof-411786 ' value='1596022'   \/><label for='answer-id-1596022' id='answer-label-1596022' class=' answer'><span>Total budget allocated to AI initiatives across all departments<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-25' style=';'><div id='questionWrap-25'  class='   watupro-question-id-411787'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>25. <\/span>Which of the following BEST detects model drift or unexpected changes in AI model outputs?<\/div><input type='hidden' name='question_id[]' id='qID_25' value='411787' \/><input type='hidden' id='answerType411787' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411787[]' id='answer-id-1596023' class='answer   answerof-411787 ' value='1596023'   \/><label for='answer-id-1596023' id='answer-label-1596023' class=' answer'><span>Standardization of AI configurations<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411787[]' id='answer-id-1596024' class='answer   answerof-411787 ' value='1596024'   \/><label for='answer-id-1596024' id='answer-label-1596024' class=' answer'><span>Anomaly monitoring<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411787[]' id='answer-id-1596025' class='answer   answerof-411787 ' value='1596025'   \/><label for='answer-id-1596025' id='answer-label-1596025' class=' answer'><span>AI model documentation reviews<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411787[]' id='answer-id-1596026' class='answer   answerof-411787 ' value='1596026'   \/><label for='answer-id-1596026' id='answer-label-1596026' class=' answer'><span>AI model retraining<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-26' style=';'><div id='questionWrap-26'  class='   watupro-question-id-411788'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>26. <\/span>To confirm the fairness of AI model decisions, the BEST way to collect reliable evidence during an AI audit is by:<\/div><input type='hidden' name='question_id[]' id='qID_26' value='411788' \/><input type='hidden' id='answerType411788' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411788[]' id='answer-id-1596027' class='answer   answerof-411788 ' value='1596027'   \/><label for='answer-id-1596027' id='answer-label-1596027' class=' answer'><span>Analyzing system metadata.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411788[]' id='answer-id-1596028' class='answer   answerof-411788 ' value='1596028'   \/><label for='answer-id-1596028' id='answer-label-1596028' class=' answer'><span>Testing the model with a curated sample data set.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411788[]' id='answer-id-1596029' class='answer   answerof-411788 ' value='1596029'   \/><label for='answer-id-1596029' id='answer-label-1596029' class=' answer'><span>Interviewing developers.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411788[]' id='answer-id-1596030' class='answer   answerof-411788 ' value='1596030'   \/><label for='answer-id-1596030' id='answer-label-1596030' class=' answer'><span>Observing the system\u2019s interactions with end users.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-27' style=';'><div id='questionWrap-27'  class='   watupro-question-id-411789'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>27. <\/span>An organization's system development process has been enhanced with AI. <br \/>\r<br>Which of the following features presents the GREATEST risk?<\/div><input type='hidden' name='question_id[]' id='qID_27' value='411789' \/><input type='hidden' id='answerType411789' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411789[]' id='answer-id-1596031' class='answer   answerof-411789 ' value='1596031'   \/><label for='answer-id-1596031' id='answer-label-1596031' class=' answer'><span>The AI allocates resources for new system development projects.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411789[]' id='answer-id-1596032' class='answer   answerof-411789 ' value='1596032'   \/><label for='answer-id-1596032' id='answer-label-1596032' class=' answer'><span>Non-technical users are validating AI results.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411789[]' id='answer-id-1596033' class='answer   answerof-411789 ' value='1596033'   \/><label for='answer-id-1596033' id='answer-label-1596033' class=' answer'><span>The AI personalizes applications for the user.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411789[]' id='answer-id-1596034' class='answer   answerof-411789 ' value='1596034'   \/><label for='answer-id-1596034' id='answer-label-1596034' class=' answer'><span>All codes are generated by AI without human oversight.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-28' style=';'><div id='questionWrap-28'  class='   watupro-question-id-411790'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>28. <\/span>Which of the following is the GREATEST risk associated with using AI in audit planning?<\/div><input type='hidden' name='question_id[]' id='qID_28' value='411790' \/><input type='hidden' id='answerType411790' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411790[]' id='answer-id-1596035' class='answer   answerof-411790 ' value='1596035'   \/><label for='answer-id-1596035' id='answer-label-1596035' class=' answer'><span>Increased planning costs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411790[]' id='answer-id-1596036' class='answer   answerof-411790 ' value='1596036'   \/><label for='answer-id-1596036' id='answer-label-1596036' class=' answer'><span>Scope creep<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411790[]' id='answer-id-1596037' class='answer   answerof-411790 ' value='1596037'   \/><label for='answer-id-1596037' id='answer-label-1596037' class=' answer'><span>Incomplete data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411790[]' id='answer-id-1596038' class='answer   answerof-411790 ' value='1596038'   \/><label for='answer-id-1596038' id='answer-label-1596038' class=' answer'><span>Limited knowledge<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-29' style=';'><div id='questionWrap-29'  class='   watupro-question-id-411791'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>29. <\/span>An IS auditor notes the combined number of records utilized within the training, validation, and testing data sets exceeds the total number of records in the original data set. <br \/>\r<br>Which of the following is MOST important for the auditor to determine?<\/div><input type='hidden' name='question_id[]' id='qID_29' value='411791' \/><input type='hidden' id='answerType411791' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411791[]' id='answer-id-1596039' class='answer   answerof-411791 ' value='1596039'   \/><label for='answer-id-1596039' id='answer-label-1596039' class=' answer'><span>Whether the training, validation, and testing data sets were created in the correct order<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411791[]' id='answer-id-1596040' class='answer   answerof-411791 ' value='1596040'   \/><label for='answer-id-1596040' id='answer-label-1596040' class=' answer'><span>Whether data leakage occurred from utilizing overlapping records in the data sets<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411791[]' id='answer-id-1596041' class='answer   answerof-411791 ' value='1596041'   \/><label for='answer-id-1596041' id='answer-label-1596041' class=' answer'><span>Whether a sufficient number of records were utilized in the training data set<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411791[]' id='answer-id-1596042' class='answer   answerof-411791 ' value='1596042'   \/><label for='answer-id-1596042' id='answer-label-1596042' class=' answer'><span>Whether the validation data set utilized the same number of records as the training data sets<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-30' style=';'><div id='questionWrap-30'  class='   watupro-question-id-411792'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>30. <\/span>During an audit of an investment organization's AI-powered software, an IS auditor identifies a potential security risk. <br \/>\r<br>What is the GREATEST risk associated with staff exfiltrating organizational data to a generative AI tool?<\/div><input type='hidden' name='question_id[]' id='qID_30' value='411792' \/><input type='hidden' id='answerType411792' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411792[]' id='answer-id-1596043' class='answer   answerof-411792 ' value='1596043'   \/><label for='answer-id-1596043' id='answer-label-1596043' class=' answer'><span>Data contamination due to biased AI model outputs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411792[]' id='answer-id-1596044' class='answer   answerof-411792 ' value='1596044'   \/><label for='answer-id-1596044' id='answer-label-1596044' class=' answer'><span>Unauthorized data disclosure<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411792[]' id='answer-id-1596045' class='answer   answerof-411792 ' value='1596045'   \/><label for='answer-id-1596045' id='answer-label-1596045' class=' answer'><span>Potential business disruptions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-411792[]' id='answer-id-1596046' class='answer   answerof-411792 ' value='1596046'   \/><label for='answer-id-1596046' id='answer-label-1596046' class=' answer'><span>Excessive reliance on AI-generated insights<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-31'>\n\t<div class='question-content'>\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading...\" title=\"Loading...\" \/>&nbsp;Loading...\t<\/div>\n<\/div>\n\n<br \/>\n\t\n\t\t\t<div class=\"watupro_buttons flex \" id=\"watuPROButtons10392\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input type=\"button\" value=\"&lt; Previous\" onclick=\"WatuPRO.nextQuestion(event, 'previous');\"\/><\/div>\t\t  \t\t  \t\t   \n\t\t   \t  \t\t<div><input type=\"button\" name=\"action\" class=\"watupro-submit-button\" onclick=\"WatuPRO.submitResult(event)\" id=\"action-button\" value=\"View Results\"  \/>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t<input type=\"hidden\" name=\"quiz_id\" value=\"10392\" id=\"watuPROExamID\"\/>\n\t<input type=\"hidden\" name=\"start_time\" id=\"startTime\" value=\"2026-04-13 18:53:14\" \/>\n\t<input type=\"hidden\" name=\"start_timestamp\" id=\"startTimeStamp\" value=\"1776106394\" \/>\n\t<input type=\"hidden\" name=\"question_ids\" value=\"\" \/>\n\t<input type=\"hidden\" name=\"watupro_questions\" value=\"411763:1595927,1595928,1595929,1595930 | 411764:1595931,1595932,1595933,1595934 | 411765:1595935,1595936,1595937,1595938 | 411766:1595939,1595940,1595941,1595942 | 411767:1595943,1595944,1595945,1595946 | 411768:1595947,1595948,1595949,1595950 | 411769:1595951,1595952,1595953,1595954 | 411770:1595955,1595956,1595957,1595958 | 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