Synthetic User Profiles for Consent Compliance Auditing
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Solution Overview
Problem
Websites face challenges in verifying that users who opt out of tracking are not being tracked, due to the complexity of multiple third-party trackers and the difficulty in ensuring compliance with privacy regulations, which can result in significant fines and reputational damage.
Innovation Solution
The creation of synthetic-user profiles with varying consent statuses is used to simulate real-world user behavior, allowing for the evaluation of consent management by navigating these profiles through third-party websites and analyzing data, such as dynamic advertisements, to determine if users are being tracked in compliance with their privacy settings.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If multiple third-party trackers are implemented on a website, then the website's functionality and advertising capabilities are improved, but the complexity of verifying user consent compliance increases
Solution Approach 1:
The patent introduces a consent management platform (CMP) as an intermediary between the website, users, and multiple third-party trackers. The CMP centralizes consent collection and management, automatically communicating user preferences to various trackers. This mediator resolves the contradiction by maintaining website functionality through multiple trackers while simplifying consent verification through a single management interface.
Solution Approach 2:
The consent management platform performs multiple functions: collecting user consent, managing consent preferences, communicating with various trackers, and providing verification mechanisms. This multi-functional approach allows the system to handle diverse tracker requirements through a unified solution, reducing overall system complexity while maintaining versatility.
2Reliability
If comprehensive tracking verification is performed to ensure compliance with privacy regulations, then the reliability of consent management is improved, but the time and resources required for auditing increase
Solution Approach 1:
The system performs preliminary consent management actions by establishing a centralized framework before tracking operations begin. The CMP pre-configures consent collection mechanisms and pre-establishes communication channels with trackers, so that compliance verification can occur efficiently during regular operations rather than requiring extensive post-hoc auditing.
Solution Approach 2:
The consent management platform implements feedback mechanisms that continuously monitor and report on consent compliance status. This real-time or near-real-time feedback allows website operators to verify compliance ongoingly without requiring periodic intensive audits, thus maintaining high reliability while reducing overall time investment.
3Measurement precision
If synthetic-user profiles are created to simulate real-world user behavior for evaluation, then the measurement precision of consent management is improved, but the device complexity increases
Solution Approach 1:
The patent employs synthetic-user profiles as simplified copies of real users to test and verify consent management. These synthetic profiles replicate essential user characteristics and consent preferences without requiring actual user data or complex simulation environments. This copying approach achieves precise measurement of consent verification while keeping the evaluation system relatively simple.
Data Source
AI summary
In some embodiments, a method for evaluating consent management includes generating a synthetic-user profile including a consent property indicating an opt-out status with respect to tracking user behavior for one or more target websites. The synthetic-user profile is exposed to one or more third-party websites such that dynamic content of the third-party websites is received by the synthetic-user profile. Data is retrieved that corresponds to the dynamic content of the one or more third-party websites. Based on the retrieved data, the consent management with respect to the target website is evaluated.