“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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Online Access: | https://doi.org/10.2478/popets-2021-0028 |
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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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