Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12

@article{Tang2017PrivacyLI,
  title={Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12},
  author={Jun Tang and Aleksandra Korolova and Xiaolong Bai and Xueqiang Wang and XiaoFeng Wang},
  journal={CoRR},
  year={2017},
  volume={abs/1709.02753}
}
In June 2016, Apple made a bold announcement that it will deploy local differential privacy for some of their user data collection in order to ensure privacy of user data, even from Apple [21, 23]. The details of Apple’s approach remained sparse. Although several patents [17–19] have since appeared hinting at the algorithms that may be used to achieve differential privacy, they did not include a precise explanation of the approach taken to privacy parameter choice. Such choice and the overall… CONTINUE READING
Highly Cited
This paper has 38 citations. REVIEW CITATIONS
Recent Discussions
This paper has been referenced on Twitter 1 time over the past 90 days. VIEW TWEETS
20 Citations
15 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 20 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 15 references

Differential Privacy: From Theory to Deployment

  • Abhradeep Guha Thakurta
  • 2017
1 Excerpt

Emoji frequency detection and deep link frequency. (July 11 2017)

  • A. G. Thakurta, A. H. Vyrros, +5 authors S. Duplinsky
  • 2017
3 Excerpts

https: //www.google.com/patents/US9594741 US Patent 9,594,741

  • A. G. Thakurta, A. H. Vyrros, +4 authors D. Davidson
  • Learning new words. (March
  • 2017
3 Excerpts

https: //www.google.com/patents/US9645998 US Patent 9,645,998

  • A. G. Thakurta, A. H. Vyrros, +4 authors D. Davidson
  • Learning new words. (May
  • 2017
3 Excerpts

Comment: Differential privacy and data collection is still not clearly defined as optin on iOS

  • Greg Barbosa
  • 2016
1 Excerpt

Similar Papers

Loading similar papers…