Achive your Success with Latest IAPP CIPM Exam [Oct 28, 2022]

The CIPM Exam Test For Brief Preparation 

NEW QUESTION 78
SCENARIO
Please use the following to answer the next QUESTION:
Richard McAdams recently graduated law school and decided to return to the small town of Lexington, Virginia to help run his aging grandfather's law practice. The elder McAdams desired a limited, lighter role in the practice, with the hope that his grandson would eventually take over when he fully retires. In addition to hiring Richard, Mr. McAdams employs two paralegals, an administrative assistant, and a part-time IT specialist who handles all of their basic networking needs. He plans to hire more employees once Richard gets settled and assesses the office's strategies for growth.
Immediately upon arrival, Richard was amazed at the amount of work that needed to done in order to modernize the office, mostly in regard to the handling of clients' personal data. His first goal is to digitize all the records kept in file cabinets, as many of the documents contain personally identifiable financial and medical data. Also, Richard has noticed the massive amount of copying by the administrative assistant throughout the day, a practice that not only adds daily to the number of files in the file cabinets, but may create security issues unless a formal policy is firmly in place Richard is also concerned with the overuse of the communal copier/ printer located in plain view of clients who frequent the building. Yet another area of concern is the use of the same fax machine by all of the employees. Richard hopes to reduce its use dramatically in order to ensure that personal data receives the utmost security and protection, and eventually move toward a strict Internet faxing policy by the year's end.
Richard expressed his concerns to his grandfather, who agreed, that updating data storage, data security, and an overall approach to increasing the protection of personal data in all facets is necessary Mr. McAdams granted him the freedom and authority to do so. Now Richard is not only beginning a career as an attorney, but also functioning as the privacy officer of the small firm. Richard plans to meet with the IT employee the following day, to get insight into how the office computer system is currently set-up and managed.
Richard believes that a transition from the use of fax machine to Internet faxing provides all of the following security benefits EXCEPT?

• A. The ability to store faxes electronically, either on the user's PC or a password-protected network server.
• B. Greater accessibility to the faxes at an off-site location.
• C. The ability to encrypt the transmitted faxes through a secure server.
• D. Reduction of the risk of data being seen or copied by unauthorized personnel.

Answer: B

 

NEW QUESTION 79
An organization's privacy officer was just notified by the benefits manager that she accidentally sent out the retirement enrollment report of all employees to a wrong vendor. Which of the following actions should the privacy officer take FIRST?

• A. Send firm-wide email notification to employees
• B. Perform a risk of harm analysis
• C. Report the incident to law enforcement
• D. Contact the recipient to delete the email

Answer: B

 

NEW QUESTION 80
For an organization that has just experienced a data breach, what might be the least relevant metric for a company's privacy and governance team?

• A. The number of employees who have completed data awareness training.
• B. The number of privacy rights requests that have been exercised.
• C. The number of security patches applied to company devices.
• D. The number of Privacy Impact Assessments that have been completed.

Answer: C

 

NEW QUESTION 81
SCENARIO
Please use the following to answer the next QUESTION:
For 15 years, Albert has worked at Treasure Box - a mail order company in the United States (U.S.) that used to sell decorative candles around the world, but has recently decided to limit its shipments to customers in the 48 contiguous states. Despite his years of experience, Albert is often overlooked for managerial positions. His frustration about not being promoted, coupled with his recent interest in issues of privacy protection, have motivated Albert to be an agent of positive change.
He will soon interview for a newly advertised position, and during the interview, Albert plans on making executives aware of lapses in the company's privacy program. He feels certain he will be rewarded with a promotion for preventing negative consequences resulting from the company's outdated policies and procedures.
For example, Albert has learned about the AICPA (American Institute of Certified Public Accountans)/CICA (Canadian Institute of Chartered Accountants) Privacy Maturity Model (PMM). Albert thinks the model is a useful way to measure Treasure Box's ability to protect personal dat a. Albert has noticed that Treasure Box fails to meet the requirements of the highest level of maturity of this model; at his interview, Albert will pledge to assist the company with meeting this level in order to provide customers with the most rigorous security available.
Albert does want to show a positive outlook during his interview. He intends to praise the company's commitment to the security of customer and employee personal data against external threats. However, Albert worries about the high turnover rate within the company, particularly in the area of direct phone marketing. He sees many unfamiliar faces every day who are hired to do the marketing, and he often hears complaints in the lunch room regarding long hours and low pay, as well as what seems to be flagrant disregard for company procedures.
In addition, Treasure Box has had two recent security incidents. The company has responded to the incidents with internal audits and updates to security safeguards. However, profits still seem to be affected and anecdotal evidence indicates that many people still harbor mistrust. Albert wants to help the company recover. He knows there is at least one incident the public in unaware of, although Albert does not know the details. He believes the company's insistence on keeping the incident a secret could be a further detriment to its reputation. One further way that Albert wants to help Treasure Box regain its stature is by creating a toll-free number for customers, as well as a more efficient procedure for responding to customer concerns by postal mail.
In addition to his suggestions for improvement, Albert believes that his knowledge of the company's recent business maneuvers will also impress the interviewers. For example, Albert is aware of the company's intention to acquire a medical supply company in the coming weeks.
With his forward thinking, Albert hopes to convince the managers who will be interviewing him that he is right for the job.
Based on Albert's observations regarding recent security incidents, which of the following should he suggest as a priority for Treasure Box?

• A. Working with the Human Resources department to make screening procedures for potential employees more rigorous.
• B. Appointing an internal ombudsman to address employee complaints regarding hours and pay.
• C. Using a third-party auditor to address privacy protection issues not recognized by the prior internal audits.
• D. Evaluating the company's ability to handle personal health information if the plan to acquire the medical supply company goes forward

Answer: D

 

NEW QUESTION 82
SCENARIO
Please use the following to answer the next QUESTION:
Martin Briseno is the director of human resources at the Canyon City location of the U.S. hotel chain Pacific Suites. In 1998, Briseno decided to change the hotel's on-the-job mentoring model to a standardized training program for employees who were progressing from line positions into supervisory positions. He developed a curriculum comprising a series of lessons, scenarios, and assessments, which was delivered in-person to small groups. Interest in the training increased, leading Briseno to work with corporate HR specialists and software engineers to offer the program in an online format. The online program saved the cost of a trainer and allowed participants to work through the material at their own pace.
Upon hearing about the success of Briseno's program, Pacific Suites corporate Vice President Maryanne Silva-Hayes expanded the training and offered it company-wide. Employees who completed the program received certification as a Pacific Suites Hospitality Supervisor. By 2001, the program had grown to provide industry-wide training. Personnel at hotels across the country could sign up and pay to take the course online. As the program became increasingly profitable, Pacific Suites developed an offshoot business, Pacific Hospitality Training (PHT). The sole focus of PHT was developing and marketing a variety of online courses and course progressions providing a number of professional certifications in the hospitality industry.
By setting up a user account with PHT, course participants could access an information library, sign up for courses, and take end-of-course certification tests. When a user opened a new account, all information was saved by default, including the user's name, date of birth, contact information, credit card information, employer, and job title. The registration page offered an opt-out choice that users could click to not have their credit card numbers saved. Once a user name and password were established, users could return to check their course status, review and reprint their certifications, and sign up and pay for new courses. Between 2002 and 2008, PHT issued more than 700,000 professional certifications.
PHT's profits declined in 2009 and 2010, the victim of industry downsizing and increased competition from e- learning providers. By 2011, Pacific Suites was out of the online certification business and PHT was dissolved. The training program's systems and records remained in Pacific Suites' digital archives, un-accessed and unused. Briseno and Silva-Hayes moved on to work for other companies, and there was no plan for handling the archived data after the program ended. After PHT was dissolved, Pacific Suites executives turned their attention to crucial day-to-day operations. They planned to deal with the PHT materials once resources allowed.
In 2012, the Pacific Suites computer network was hacked. Malware installed on the online reservation system exposed the credit card information of hundreds of hotel guests. While targeting the financial data on the reservation site, hackers also discovered the archived training course data and registration accounts of Pacific Hospitality Training's customers. The result of the hack was the exfiltration of the credit card numbers of recent hotel guests and the exfiltration of the PHT database with all its contents.
A Pacific Suites systems analyst discovered the information security breach in a routine scan of activity reports. Pacific Suites quickly notified credit card companies and recent hotel guests of the breach, attempting to prevent serious harm. Technical security engineers faced a challenge in dealing with the PHT data.
PHT course administrators and the IT engineers did not have a system for tracking, cataloguing, and storing information. Pacific Suites has procedures in place for data access and storage, but those procedures were not implemented when PHT was formed. When the PHT database was acquired by Pacific Suites, it had no owner or oversight. By the time technical security engineers determined what private information was compromised, at least 8,000 credit card holders were potential victims of fraudulent activity.
What key mistake set the company up to be vulnerable to a security breach?

• A. Failing to outsource training and data management to professionals
• B. Neglecting to make a backup copy of archived electronic files
• C. Collecting too much information and keeping it for too long
• D. Overlooking the need to organize and categorize data

Answer: D

 

NEW QUESTION 83
Which of the following best demonstrates the effectiveness of a firm's privacy incident response process?

• A. The decrease of notifiable breaches
• B. The decrease of security breaches
• C. The decrease of mean time to resolve privacy incidents
• D. The increase of privacy incidents reported by users

Answer: C

 

NEW QUESTION 84
SCENARIO
Please use the following to answer the next question:
As they company's new chief executive officer, Thomas Goddard wants to be known as a leader in data protection. Goddard recently served as the chief financial officer of Hoopy.com, a pioneer in online video viewing with millions of users around the world. Unfortunately, Hoopy is infamous within privacy protection circles for its ethically Questionable practices, including unauthorized sales of personal data to marketers.
Hoopy also was the target of credit card data theft that made headlines around the world, as at least two million credit card numbers were thought to have been pilfered despite the company's claims that
"appropriate" data protection safeguards were in place. The scandal affected the company's business as competitors were quick to market an increased level of protection while offering similar entertainment and media content. Within three weeks after the scandal broke, Hoopy founder and CEO Maxwell Martin, Goddard's mentor, was forced to step down.
Goddard, however, seems to have landed on his feet, securing the CEO position at your company, Medialite, which is just emerging from its start-up phase. He sold the company's board and investors on his vision of Medialite building its brand partly on the basis of industry-leading data protection standards and procedures.
He may have been a key part of a lapsed or even rogue organization in matters of privacy but now he claims to be reformed and a true believer in privacy protection. In his first week on the job, he calls you into his office and explains that your primary work responsibility is to bring his vision for privacy to life. But you also detect some reservations. "We want Medialite to have absolutely the highest standards," he says. "In fact, I want us to be able to say that we are the clear industry leader in privacy and data protection. However, I also need to be a responsible steward of the company's finances. So, while I want the best solutions across the board, they also need to be cost effective." You are told to report back in a week's time with your recommendations. Charged with this ambiguous mission, you depart the executive suite, already considering your next steps.
What metric can Goddard use to assess whether costs associated with implementing new privacy protections are justified?

• A. Return on investment
• B. Compliance ratio
• C. Cost-effective mean
• D. Implementation measure

Answer: A

 

NEW QUESTION 85
SCENARIO
Please use the following to answer the next QUESTION:
As they company's new chief executive officer, Thomas Goddard wants to be known as a leader in data protection. Goddard recently served as the chief financial officer of Hoopy.com, a pioneer in online video viewing with millions of users around the world. Unfortunately, Hoopy is infamous within privacy protection circles for its ethically Questionable practices, including unauthorized sales of personal data to marketers. Hoopy also was the target of credit card data theft that made headlines around the world, as at least two million credit card numbers were thought to have been pilfered despite the company's claims that "appropriate" data protection safeguards were in place. The scandal affected the company's business as competitors were quick to market an increased level of protection while offering similar entertainment and media content. Within three weeks after the scandal broke, Hoopy founder and CEO Maxwell Martin, Goddard's mentor, was forced to step down.
Goddard, however, seems to have landed on his feet, securing the CEO position at your company, Medialite, which is just emerging from its start-up phase. He sold the company's board and investors on his vision of Medialite building its brand partly on the basis of industry-leading data protection standards and procedures. He may have been a key part of a lapsed or even rogue organization in matters of privacy but now he claims to be reformed and a true believer in privacy protection. In his first week on the job, he calls you into his office and explains that your primary work responsibility is to bring his vision for privacy to life. But you also detect some reservations. "We want Medialite to have absolutely the highest standards," he says. "In fact, I want us to be able to say that we are the clear industry leader in privacy and data protection. However, I also need to be a responsible steward of the company's finances. So, while I want the best solutions across the board, they also need to be cost effective." You are told to report back in a week's time with your recommendations. Charged with this ambiguous mission, you depart the executive suite, already considering your next steps.
What metric can Goddard use to assess whether costs associated with implementing new privacy protections are justified?

• A. Return on investment
• B. Compliance ratio
• C. Cost-effective mean
• D. Implementation measure

Answer: A

 

NEW QUESTION 86
An executive for a multinational online retail company in the United States is looking for guidance in developing her company's privacy program beyond what is specifically required by law.
What would be the most effective resource for the executive to consult?

• A. Oversight organizations.
• B. Internal auditors.
• C. Industry frameworks.
• D. Breach notifications from competitors.

Answer: C

 

NEW QUESTION 87
SCENARIO
Please use the following to answer the next QUESTION:
As they company's new chief executive officer, Thomas Goddard wants to be known as a leader in data protection. Goddard recently served as the chief financial officer of Hoopy.com, a pioneer in online video viewing with millions of users around the world. Unfortunately, Hoopy is infamous within privacy protection circles for its ethically Questionable practices, including unauthorized sales of personal data to marketers. Hoopy also was the target of credit card data theft that made headlines around the world, as at least two million credit card numbers were thought to have been pilfered despite the company's claims that "appropriate" data protection safeguards were in place. The scandal affected the company's business as competitors were quick to market an increased level of protection while offering similar entertainment and media content. Within three weeks after the scandal broke, Hoopy founder and CEO Maxwell Martin, Goddard's mentor, was forced to step down.
Goddard, however, seems to have landed on his feet, securing the CEO position at your company, Medialite, which is just emerging from its start-up phase. He sold the company's board and investors on his vision of Medialite building its brand partly on the basis of industry-leading data protection standards and procedures. He may have been a key part of a lapsed or even rogue organization in matters of privacy but now he claims to be reformed and a true believer in privacy protection. In his first week on the job, he calls you into his office and explains that your primary work responsibility is to bring his vision for privacy to life. But you also detect some reservations. "We want Medialite to have absolutely the highest standards," he says. "In fact, I want us to be able to say that we are the clear industry leader in privacy and data protection. However, I also need to be a responsible steward of the company's finances. So, while I want the best solutions across the board, they also need to be cost effective." You are told to report back in a week's time with your recommendations. Charged with this ambiguous mission, you depart the executive suite, already considering your next steps.
The company has achieved a level of privacy protection that established new best practices for the industry. What is a logical next step to help ensure a high level of protection?

• A. Develop a strong marketing strategy to communicate the company's privacy practices
• B. Shift attention to privacy for emerging technologies as the company begins to use them
• C. Focus on improving the incident response plan in preparation for any breaks in protection
• D. Brainstorm methods for developing an enhanced privacy framework

Answer: C

 

NEW QUESTION 88
An organization's internal audit team should do all of the following EXCEPT?

• A. Ensure policies are being adhered to.
• B. Verify that technical measures are in place.
• C. Implement processes to correct audit failures.
• D. Review how operations work in practice.

Answer: B

 

NEW QUESTION 89
If an organization maintains a separate ethics office, to whom would its officer typically report to in order to retain the greatest degree of independence?

• A. The organization's General Counsel
• B. The Human Resources Director
• C. The Chief Financial Officer
• D. The Board of Directors

Answer: D

Explanation:
Explanation/Reference: https://hbr.org/1994/03/managing-for-organizational-integrity

 

NEW QUESTION 90
SCENARIO
Please use the following to answer the next question:
As the director of data protection for Consolidated Records Corporation, you are justifiably pleased with your accomplishments so far. Your hiring was precipitated by warnings from regulatory agencies following a series of relatively minor data breaches that could easily have been worse. However, you have not had a reportable incident for the three years that you have been with the company. In fact, you consider your program a model that others in the data storage industry may note in their own program development.
You started the program at Consolidated from a jumbled mix of policies and procedures and worked toward coherence across departments and throughout operations. You were aided along the way by the program's sponsor, the vice president of operations, as well as by a Privacy Team that started from a clear understanding of the need for change.
Initially, your work was greeted with little confidence or enthusiasm by the company's "old guard" among both the executive team and frontline personnel working with data and interfacing with clients. Through the use of metrics that showed the costs not only of the breaches that had occurred, but also projections of the costs that easily could occur given the current state of operations, you soon had the leaders and key decision-makers largely on your side. Many of the other employees were more resistant, but face-to-face meetings with each department and the development of a baseline privacy training program achieved sufficient
"buy-in" to begin putting the proper procedures into place.
Now, privacy protection is an accepted component of all current operations involving personal or protected data and must be part of the end product of any process of technological development. While your approach is not systematic, it is fairly effective.
You are left contemplating: What must be done to maintain the program and develop it beyond just a data breach prevention program? How can you build on your success? What are the next action steps?
What stage of the privacy operational life cycle best describes Consolidated's current privacy program?

• A. Assess
• B. Respond
• C. Sustain
• D. Protect

Answer: C

 

NEW QUESTION 91
SCENARIO
Please use the following to answer the next question:
As the director of data protection for Consolidated Records Corporation, you are justifiably pleased with your accomplishments so far. Your hiring was precipitated by warnings from regulatory agencies following a series of relatively minor data breaches that could easily have been worse. However, you have not had a reportable incident for the three years that you have been with the company. In fact, you consider your program a model that others in the data storage industry may note in their own program development.
You started the program at Consolidated from a jumbled mix of policies and procedures and worked toward coherence across departments and throughout operations. You were aided along the way by the program's sponsor, the vice president of operations, as well as by a Privacy Team that started from a clear understanding of the need for change.
Initially, your work was greeted with little confidence or enthusiasm by the company's "old guard" among both the executive team and frontline personnel working with data and interfacing with clients. Through the use of metrics that showed the costs not only of the breaches that had occurred, but also projections of the costs that easily could occur given the current state of operations, you soon had the leaders and key decision-makers largely on your side. Many of the other employees were more resistant, but face-to-face meetings with each department and the development of a baseline privacy training program achieved sufficient "buy-in" to begin putting the proper procedures into place.
Now, privacy protection is an accepted component of all current operations involving personal or protected data and must be part of the end product of any process of technological development. While your approach is not systematic, it is fairly effective.
You are left contemplating: What must be done to maintain the program and develop it beyond just a data breach prevention program? How can you build on your success? What are the next action steps?
How can Consolidated's privacy training program best be further developed?

• A. Through targeted curricula designed for specific departments
• B. Through a review of recent data breaches
• C. By using industry standard off-the-shelf programs
• D. By adopting e-learning to reduce the need for instructors

Answer: A

 

NEW QUESTION 92
SCENARIO
Please use the following to answer the next question:
You lead the privacy office for a company that handles information from individuals living in several countries throughout Europe and the Americas. You begin that morning's privacy review when a contracts officer sends you a message asking for a phone call. The message lacks clarity and detail, but you presume that data was lost.
When you contact the contracts officer, he tells you that he received a letter in the mail from a vendor stating that the vendor improperly shared information about your customers. He called the vendor and confirmed that your company recently surveyed exactly 2000 individuals about their most recent healthcare experience and sent those surveys to the vendor to transcribe it into a database, but the vendor forgot to encrypt the database as promised in the contract. As a result, the vendor has lost control of the data.
The vendor is extremely apologetic and offers to take responsibility for sending out the notifications. They tell you they set aside 2000 stamped postcards because that should reduce the time it takes to get the notice in the mail. One side is limited to their logo, but the other side is blank and they will accept whatever you want to write. You put their offer on hold and begin to develop the text around the space constraints. You are content to let the vendor's logo be associated with the notification.
The notification explains that your company recently hired a vendor to store information about their most recent experience at St. Sebastian Hospital's Clinic for Infectious Diseases. The vendor did not encrypt the information and no longer has control of it. All 2000 affected individuals are invited to sign-up for email notifications about their information. They simply need to go to your company's website and watch a quick advertisement, then provide their name, email address, and month and year of birth.
You email the incident-response council for their buy-in before 9 a.m. If anything goes wrong in this situation, you want to diffuse the blame across your colleagues. Over the next eight hours, everyone emails their comments back and forth. The consultant who leads the incident-response team notes that it is his first day with the company, but he has been in other industries for 45 years and will do his best. One of the three lawyers on the council causes the conversation to veer off course, but it eventually gets back on track. At the end of the day, they vote to proceed with the notification you wrote and use the vendor's postcards.
Shortly after the vendor mails the postcards, you learn the data was on a server that was stolen, and make the decision to have your company offer credit monitoring services. A quick internet search finds a credit monitoring company with a convincing name: Credit Under Lock and Key (CRUDLOK). Your sales rep has never handled a contract for 2000 people, but develops a proposal in about a day which says CRUDLOK will:
1.Send an enrollment invitation to everyone the day after the contract is signed.
2.Enroll someone with just their first name and the last-4 of their national identifier.
3.Monitor each enrollee's credit for two years from the date of enrollment.
4.Send a monthly email with their credit rating and offers for credit-related services at market rates.
5.Charge your company 20% of the cost of any credit restoration.
You execute the contract and the enrollment invitations are emailed to the 2000 individuals. Three days later you sit down and document all that went well and all that could have gone better. You put it in a file to reference the next time an incident occurs.
Regarding the notification, which of the following would be the greatest concern?

• A. Collecting more personally identifiable information than necessary to provide updates to the affected individuals.
• B. Using a postcard with the logo of the vendor who make the mistake instead of your company's logo.
• C. Informing the affected individuals that data from other individuals may have also been affected.
• D. Trusting a vendor to send out a notice when they already failed once by not encrypting the database.

Answer: D

 

NEW QUESTION 93
SCENARIO
Please use the following to answer the next question:
Natalia, CFO of the Nationwide Grill restaurant chain, had never seen her fellow executives so anxious. Last week, a data processing firm used by the company reported that its system may have been hacked, and customer data such as names, addresses, and birthdays may have been compromised. Although the attempt was proven unsuccessful, the scare has prompted several Nationwide Grill executives to question the company's privacy program at today's meeting.
Alice, a vice president, said that the incident could have opened the door to lawsuits, potentially damaging Nationwide Grill's market position. The Chief Information Officer (CIO), Brendan, tried to assure her that even if there had been an actual breach, the chances of a successful suit against the company were slim. But Alice remained unconvinced.
Spencer - a former CEO and currently a senior advisor - said that he had always warned against the use of contractors for data processing. At the very least, he argued, they should be held contractually liable for telling customers about any security incidents. In his view, Nationwide Grill should not be forced to soil the company name for a problem it did not cause.
One of the business development (BD) executives, Haley, then spoke, imploring everyone to see reason.
"Breaches can happen, despite organizations' best efforts," she remarked. "Reasonable preparedness is key." She reminded everyone of the incident seven years ago when the large grocery chain Tinkerton's had its financial information compromised after a large order of Nationwide Grill frozen dinners. As a long-time BD executive with a solid understanding of Tinkerton's's corporate culture, built up through many years of cultivating relationships, Haley was able to successfully manage the company's incident response.
Spencer replied that acting with reason means allowing security to be handled by the security functions within the company - not BD staff. In a similar way, he said, Human Resources (HR) needs to do a better job training employees to prevent incidents. He pointed out that Nationwide Grill employees are overwhelmed with posters, emails, and memos from both HR and the ethics department related to the company's privacy program. Both the volume and the duplication of information means that it is often ignored altogether.
Spencer said, "The company needs to dedicate itself to its privacy program and set regular in-person trainings for all staff once a month." Alice responded that the suggestion, while well-meaning, is not practical. With many locations, local HR departments need to have flexibility with their training schedules. Silently, Natalia agreed.
Based on the scenario, Nationwide Grill needs to create better employee awareness of the company's privacy program by doing what?

• A. Communicating to the staff more often.
• B. Improving inter-departmental cooperation.
• C. Requiring acknowledgment of company memos.
• D. Varying the modes of communication.

Answer: C

Explanation:
Explanation/Reference:

 

NEW QUESTION 94
In regards to the collection of personal data conducted by an organization, what must the data subject be allowed to do?

• A. Obtain a guarantee of prompt notification in instances involving unauthorized access of the data
• B. Set a time-limit as to how long the personal data may be stored by the organization
• C. Evaluate the qualifications of a third-party processor before any data is transferred to that processor
• D. Challenge the authenticity of the personal data and have it corrected if needed

Answer: B

 

NEW QUESTION 95
What are you doing if you succumb to "overgeneralization" when analyzing data from metrics?

• A. Using data that is too broad to capture specific meanings
• B. Possessing too many types of data to perform a valid analysis
• C. Using limited data in an attempt to support broad conclusions
• D. Trying to use several measurements to gauge one aspect of a program

Answer: A

Explanation:
Explanation/Reference: https://www.researchgate.net/
publication/226716755_The_Impact_of_Overfitting_and_Overgeneralization_on_the_Classification_Accuracy_i n_Data_Mining

 

NEW QUESTION 96
SCENARIO
Please use the following to answer the next QUESTION:
Henry Home Furnishings has built high-end furniture for nearly forty years. However, the new owner, Anton, has found some degree of disorganization after touring the company headquarters. His uncle Henry had always focused on production - not data processing - and Anton is concerned. In several storage rooms, he has found paper files, disks, and old computers that appear to contain the personal data of current and former employees and customers. Anton knows that a single break-in could irrevocably damage the company's relationship with its loyal customers. He intends to set a goal of guaranteed zero loss of personal information.
To this end, Anton originally planned to place restrictions on who was admitted to the physical premises of the company. However, Kenneth - his uncle's vice president and longtime confidante - wants to hold off on Anton's idea in favor of converting any paper records held at the company to electronic storage. Kenneth believes this process would only take one or two years. Anton likes this idea; he envisions a password- protected system that only he and Kenneth can access.
Anton also plans to divest the company of most of its subsidiaries. Not only will this make his job easier, but it will simplify the management of the stored data. The heads of subsidiaries like the art gallery and kitchenware store down the street will be responsible for their own information management. Then, any unneeded subsidiary data still in Anton's possession can be destroyed within the next few years.
After learning of a recent security incident, Anton realizes that another crucial step will be notifying customers. Kenneth insists that two lost hard drives in Question are not cause for concern; all of the data was encrypted and not sensitive in nature. Anton does not want to take any chances, however. He intends on sending notice letters to all employees and customers to be safe.
Anton must also check for compliance with all legislative, regulatory, and market requirements related to privacy protection. Kenneth oversaw the development of the company's online presence about ten years ago, but Anton is not confident about his understanding of recent online marketing laws. Anton is assigning another trusted employee with a law background the task of the compliance assessment. After a thorough analysis, Anton knows the company should be safe for another five years, at which time he can order another check.
Documentation of this analysis will show auditors due diligence.
Anton has started down a long road toward improved management of the company, but he knows the effort is worth it. Anton wants his uncle's legacy to continue for many years to come.
What would the company's legal team most likely recommend to Anton regarding his planned communication with customers?

• A. To send consistent communication.
• B. To delay communications until local authorities are informed.
• C. To shift to electronic communication.
• D. To consider under what circumstances communication is necessary.

Answer: D

 

NEW QUESTION 97
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