“Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video Analytics

Cameras are everywhere, and are increasingly coupled with video analytics software that can identify our face, track our mood, recognize what we are doing, and more. We present the results of a 10-day in-situ study designed to understand how people feel about these capabilities, looking both at the...

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Main Authors: Zhang Shikun, Feng Yuanyuan, Bauer Lujo, Cranor Lorrie Faith, Das Anupam, Sadeh Norman
Format: Article
Language:English
Published: Sciendo 2021-04-01
Series:Proceedings on Privacy Enhancing Technologies
Subjects:
Online Access:https://doi.org/10.2478/popets-2021-0028
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spelling doaj-7aadeaa86a934526ab53d2e0910b534f2021-09-05T14:01:11ZengSciendoProceedings on Privacy Enhancing Technologies2299-09842021-04-012021228230410.2478/popets-2021-0028“Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video AnalyticsZhang Shikun0Feng Yuanyuan1Bauer Lujo2Cranor Lorrie Faith3Das Anupam4Sadeh Norman5Carnegie Mellon UniversityCarnegie Mellon UniversityCarnegie Mellon UniversityCarnegie Mellon UniversityNorth Carolina State UniversityCarnegie Mellon UniversityCameras are everywhere, and are increasingly coupled with video analytics software that can identify our face, track our mood, recognize what we are doing, and more. We present the results of a 10-day in-situ study designed to understand how people feel about these capabilities, looking both at the extent to which they expect to encounter them as part of their everyday activities and at how comfortable they are with the presence of such technologies across a range of realistic scenarios. Results indicate that while some widespread deployments are expected by many (e.g., surveillance in public spaces), others are not, with some making people feel particularly uncomfortable. Our results further show that individuals’ privacy preferences and expectations are complicated and vary with a number of factors such as the purpose for which footage is captured and analyzed, the particular venue where it is captured, and whom it is shared with. Finally, we discuss the implications of people’s rich and diverse preferences on opt-in or opt-out rights for the collection and use (including sharing) of data associated with these video analytics scenarios as mandated by regulations. Because of the user burden associated with the large number of privacy decisions people could be faced with, we discuss how new types of privacy assistants could possibly be configured to help people manage these decisions.https://doi.org/10.2478/popets-2021-0028facial recognitionvideo analyticsprivacyexperience sampling
collection DOAJ
language English
format Article
sources DOAJ
author Zhang Shikun
Feng Yuanyuan
Bauer Lujo
Cranor Lorrie Faith
Das Anupam
Sadeh Norman
spellingShingle Zhang Shikun
Feng Yuanyuan
Bauer Lujo
Cranor Lorrie Faith
Das Anupam
Sadeh Norman
“Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video Analytics
Proceedings on Privacy Enhancing Technologies
facial recognition
video analytics
privacy
experience sampling
author_facet Zhang Shikun
Feng Yuanyuan
Bauer Lujo
Cranor Lorrie Faith
Das Anupam
Sadeh Norman
author_sort Zhang Shikun
title “Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video Analytics
title_short “Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video Analytics
title_full “Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video Analytics
title_fullStr “Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video Analytics
title_full_unstemmed “Did you know this camera tracks your mood?”: Understanding Privacy Expectations and Preferences in the Age of Video Analytics
title_sort “did you know this camera tracks your mood?”: understanding privacy expectations and preferences in the age of video analytics
publisher Sciendo
series Proceedings on Privacy Enhancing Technologies
issn 2299-0984
publishDate 2021-04-01
description Cameras are everywhere, and are increasingly coupled with video analytics software that can identify our face, track our mood, recognize what we are doing, and more. We present the results of a 10-day in-situ study designed to understand how people feel about these capabilities, looking both at the extent to which they expect to encounter them as part of their everyday activities and at how comfortable they are with the presence of such technologies across a range of realistic scenarios. Results indicate that while some widespread deployments are expected by many (e.g., surveillance in public spaces), others are not, with some making people feel particularly uncomfortable. Our results further show that individuals’ privacy preferences and expectations are complicated and vary with a number of factors such as the purpose for which footage is captured and analyzed, the particular venue where it is captured, and whom it is shared with. Finally, we discuss the implications of people’s rich and diverse preferences on opt-in or opt-out rights for the collection and use (including sharing) of data associated with these video analytics scenarios as mandated by regulations. Because of the user burden associated with the large number of privacy decisions people could be faced with, we discuss how new types of privacy assistants could possibly be configured to help people manage these decisions.
topic facial recognition
video analytics
privacy
experience sampling
url https://doi.org/10.2478/popets-2021-0028
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