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.
Patent No.:
Date of Patent:
Jun. 30, 2020
Filed:
Oct. 12, 2018
Apple Inc., Cupertino, CA (US);
Abhradeep Guha Thakurta, Santa Cruz, CA (US);
Andrew H. Vyrros, San Francisco, CA (US);
Umesh S. Vaishampayan, Santa Clara, CA (US);
Gaurav Kapoor, Santa Clara, CA (US);
Julien Freudiger, San Francisco, CA (US);
Vivek Rangarajan Sridhar, Sunnyvale, CA (US);
Doug Davidson, Palo Alto, CA (US);
Apple Inc., Cupertino, CA (US);
Abstract
Systems and methods are disclosed for a server learning new words generated by user client devices in a crowdsourced manner while maintaining local differential privacy of client devices. A client device can determine that a word typed on the client device is a new word that is not contained in a dictionary or asset catalog on the client device. New words can be grouped in classifications such as entertainment, health, finance, etc. A differential privacy system on the client device can comprise a privacy budget for each classification of new words. If there is privacy budget available for the classification, then one or more new terms in a classification can be sent to new term learning server, and the privacy budget for the classification reduced. The privacy budget can be periodically replenished.