Patent №
US 9,712,550
Granted
2017-07-18
Filed 2016
Owner
APPLE INC.
Lab
—
AI components
4
nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
15275358
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.
AI classification
Ownership
APPLE INC.
assignment · 402170383
Assignors
THAKURTA, ABHRADEEP GUHA, VYRROS, ANDREW H., VAISHAMPAYAN, UMESH S., KAPOOR, GAURAV, FREUDIGER, JULIEN, PRAKASH, VIPUL VED, LEGENDRE, ARNAUD, DUPLINSKY, STEVEN
On an employer assignment, the assignors are typically the inventors.