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MarkIt: Privacy markers for protecting visual secrets

Publication ,  Journal Article
Raval, N; Srivastava, A; Lebeck, K; Cox, L; Machanavajjhala, A
Published in: UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing
January 1, 2014

The increasing popularity of wearable devices that continuously capture video, and the prevalence of third-party applications that utilize these feeds have resulted in a new threat to privacy. In many situations, sensitive objects/regions are maliciously (or accidentally) captured in a video frame by third-party applications. However, current solutions do not allow users to specify and enforce fine grained access control over video feeds. In this paper, we describe MarkIt, a computer vision based privacy marker framework, that allows users to specify and enforce fine grained access control over video feeds. We present two example privacy marker systems-PrivateEye and WaveOff. We conclude with a discussion of the computer vision, privacy and systems challenges in building a comprehensive system for fine grained access control over video feeds.

Duke Scholars

Published In

UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing

DOI

Publication Date

January 1, 2014

Start / End Page

1289 / 1295
 

Citation

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Raval, N., Srivastava, A., Lebeck, K., Cox, L., & Machanavajjhala, A. (2014). MarkIt: Privacy markers for protecting visual secrets. UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 1289–1295. https://doi.org/10.1145/2638728.2641707
Raval, N., A. Srivastava, K. Lebeck, L. Cox, and A. Machanavajjhala. “MarkIt: Privacy markers for protecting visual secrets.” UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, January 1, 2014, 1289–95. https://doi.org/10.1145/2638728.2641707.
Raval N, Srivastava A, Lebeck K, Cox L, Machanavajjhala A. MarkIt: Privacy markers for protecting visual secrets. UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. 2014 Jan 1;1289–95.
Raval, N., et al. “MarkIt: Privacy markers for protecting visual secrets.” UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Jan. 2014, pp. 1289–95. Scopus, doi:10.1145/2638728.2641707.
Raval N, Srivastava A, Lebeck K, Cox L, Machanavajjhala A. MarkIt: Privacy markers for protecting visual secrets. UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. 2014 Jan 1;1289–1295.

Published In

UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing

DOI

Publication Date

January 1, 2014

Start / End Page

1289 / 1295