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© 2026 IJSREM – International Journal of Scientific Research in Engineering and Management. This is an open-access journal. Articles are published under the Creative Commons Attribution (CC BY 4.0) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM24440

Use of Cleanrooms for Privacy-Safe Measurement of User-Based Randomized Control Trials

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-

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Paper ID:

10.55041/IJSREM24440

Volume:

7 |

7 |

Jul 2023

Pages:

Publication Frequency:

Monthly (12 issues per year)

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Not assigned

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Varun Chivukula

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Abstract

The increasing need for user privacy in the digital age has challenged conventional approaches to measuring the effectiveness of user-based Randomized Control Trials (RCTs). Cleanrooms, designed to ensure data security and privacy, offer an innovative solution for conducting RCTs while adhering to stringent privacy standards. This paper explores the role of cleanrooms in privacy-safe measurement of RCTs, discussing their architecture, implementation, and the implications for research and business practices. It articulates the technical guardrails necessary for cleanroom functionality and effectiveness while addressing challenges and proposing recommendations for optimizing their use in diverse settings. The discussion is substantiated by references to the latest advancements in cleanroom technology and privacy-preserving analytics.

KEYWORDS

Cleanrooms CCPA GDPR Randomized control trial(RCT)

Cite This Article

Varun Chivukula, "Use of Cleanrooms for Privacy-Safe Measurement of User-Based Randomized Control Trials," International Journal of Scientific Research in Engineering and Management, vol. 7, no. 7, Jul 2023. https://doi.org/10.55041/IJSREM24440

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7/28/2023

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The authors declare no conflict of interest related to this research work.

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