The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 13, 2018

Filed:

Jun. 19, 2017
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Abhradeep Guha Thakurta, San Jose, CA (US);

Andrew H. Vyrros, San Francisco, CA (US);

Umesh S. Vaishampayan, Santa Clara, CA (US);

Gaurav Kapoor, Santa Clara, CA (US);

Julien Freudinger, San Francisco, CA (US);

Vipul Ved Prakash, San Francisco, CA (US);

Arnaud Legendre, San Francisco, CA (US);

Steven Duplinsky, San Francisco, CA (US);

Assignee:

Apple Inc., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06N 99/005 (2013.01);
Abstract

Systems and methods are disclosed for generating term frequencies of known terms based on crowdsourced differentially private sketches of the known terms. An asset catalog can be updated with new frequency counts for known terms based on the crowdsourced differentially private sketches. Known terms can have a classification. A client device can maintain a privacy budget for each classification of known terms. Classifications can include emojis, deep links, locations, finance terms, and health terms, etc. A privacy budget ensures that a client does not transmit too much information to a term frequency server, thereby compromising the privacy of the client device.


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