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[General] Free PDF IAPP - CIPT - Certified Information Privacy Technologist (CIPT)–Trustab

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【General】 Free PDF IAPP - CIPT - Certified Information Privacy Technologist (CIPT)–Trustab

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IAPP Certified Information Privacy Technologist (CIPT) Sample Questions (Q189-Q194):NEW QUESTION # 189
How does k-anonymity help to protect privacy in micro data sets?
  • A. By ensuring that every record in a set is part of a group of "k" records having similar identifying information. .
  • B. By switching values between records in order to preserve most statistics while still maintaining privacy.
  • C. By top-coding all age data above a value of "k."
  • D. By adding sufficient noise to the data in order to hide the impact of any one individual.
Answer: B

NEW QUESTION # 190
Which of the following is the most important action to take prior to collecting personal data directly from a customer?
  • A. Define what data needs to be collected.
  • B. Provide individuals with information about how their data will be used after collection.
  • C. Identify business requirements for the data that will be collected.
  • D. Define the purpose for collecting and using the data.
Answer: D
Explanation:
The most important action before collecting personal data directly from a customer is to define the purpose for collecting and using the data. This step ensures that the data collection is justified and that customers are informed about how their data will be used, which is crucial for gaining their trust and compliance with data protection regulations.
Reference:
IAPP CIPT Study Guide, "Data Collection and Use," which emphasizes the necessity of defining the purpose of data collection as a key principle of data privacy and protection.

NEW QUESTION # 191
SCENARIO
Clean-Q is a company that offers house-hold and office cleaning services. The company receives requests from consumers via their website and telephone, to book cleaning services. Based on the type and size of service, Clean-Q then contracts individuals that are registered on its resource database - currently managed in-house by Clean-Q IT Support. Because of Clean-Q's business model, resources are contracted as needed instead of permanently employed.
The table below indicates some of the personal information Clean-Q requires as part of its business operations:

Clean-Q has an internal employee base of about 30 people. A recent privacy compliance exercise has been conducted to align employee data management and human resource functions with applicable data protection regulation. Therefore, the Clean-Q permanent employee base is not included as part of this scenario.
With an increase in construction work and housing developments, Clean-Q has had an influx of requests for cleaning services. The demand has overwhelmed Clean-Q's traditional supply and demand system that has caused some overlapping bookings.
Ina business strategy session held by senior management recently, Clear-Q invited vendors to present potential solutions to their current operational issues. These vendors included Application developers and Cloud-Q's solution providers, presenting their proposed solutions and platforms.
The Managing Director opted to initiate the process to integrate Clean-Q's operations with a cloud solution (LeadOps) that will provide the following solution one single online platform: A web interface that Clean-Q accesses for the purposes of resource and customer management. This would entail uploading resource and customer information.
* A customer facing web interface that enables customers to register, manage and submit cleaning service requests online.
* A resource facing web interface that enables resources to apply and manage their assigned jobs.
* An online payment facility for customers to pay for services.
If Clean-Q were to utilize LeadOps' services, what is a contract clause that may be included in the agreement entered into with LeadOps?
  • A. A provision prescribing technical and organizational controls that LeadOps must implement.
  • B. A provision that allows Clean-Q to conduct audits of LeadOps' information processing and information security environment, at LeadOps' cost and at any time that Clean-Q requires.
  • C. A provision that requires LeadOps to notify Clean-Q of any suspected breaches of information that involves customer or resource information managed on behalf of Clean-Q.
  • D. A provision that holds LeadOps liable for a data breach involving Clean-Q's information.
Answer: B

NEW QUESTION # 192
What is typically NOT performed by sophisticated Access Management (AM) techniques?
  • A. Restricting access to data based on location.
  • B. Preventing data from being placed in unprotected storage.
  • C. Preventing certain types of devices from accessing data.
  • D. Restricting access to data based on user role.
Answer: D

NEW QUESTION # 193
An organization uses artificially created data from a raw data set that has the same statistical characteristics to enable researchers to use relevant data points without exposing personal data. This is an example of what?
  • A. Machine Learning (ML).
  • B. Privacy by Design (PbD).
  • C. Privacy Enhancing Technologies (PET).
  • D. Artificial Intelligence (AI).
Answer: C
Explanation:
The scenario describes the use of synthetic data - artificially generated data created to maintain statistical similarity to real data without exposing actual personal information. Synthetic data is explicitly categorized under Privacy Enhancing Technologies (PETs) in CIPT materials.
PETs are technologies designed to:
* Reduce or eliminate the handling of identifiable personal data
* Protect individuals during processing
* Support analytics, testing, and research while preserving privacy
Synthetic data is highlighted as a PET because it:
* Allows safe data use for research/testing
* Minimizes privacy risk
* Avoids exposure of real personal data
* Supports data minimization and privacy-by-design principles
Why the other options are incorrect:
* A (ML) # ML may use synthetic data but synthetic data itself is not ML.
* B (PbD) # PETs support PbD, but the technology itself is specifically a PET.
* C (AI) # AI is a broad concept; synthetic data generation does not equal AI.
# Correct: D

NEW QUESTION # 194
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