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公开(公告)号：US10154054B2
公开(公告)日：2018-12-11
申请号：US15640266
申请日：2017-06-30
Applicant: Apple Inc.
Inventor： Abhradeep Guha Thakurta , Andrew H. Vyrros , Umesh S. Vaishampayan , Gaurav Kapoor , Julien Freudinger , Vipul Ved Prakash , Arnaud Legendre , Steven Duplinsky
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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公开(公告)号：US20180349638A1
公开(公告)日：2018-12-06
申请号：US15805632
申请日：2017-11-07
Applicant: Apple Inc.
Inventor： Gavin Barraclough , Christophe Dumez , Abhishek Bhowmick , Andrew H. Vyrros , Umesh S. Vaishampayan
CPC classification number: G06F21/6245 , G06F1/28 , G06F3/0482 , G06F3/0483 , H04L9/3239 , H04L63/0428 , H04L67/02 , H04L67/22 , H04L2209/34 , H04L2209/42 , H04W12/02
Abstract: Embodiments described herein provide a privacy mechanism to protect user data when transmitting the data to a server that estimates a frequency of such data amongst a set of client devices. One embodiment uses a differential privacy mechanism to enhance a user experience by identifying particular websites that exhibit particular characteristics. In one embodiment, websites that are associated with a high resource consumption are identified. High resource consumption can be identified based on threshold of particular resources such as processor, memory, network bandwidth, and power usage.
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Patent Agency Ranking
公开(公告)号：US20180349637A1
公开(公告)日：2018-12-06
申请号：US15805611
申请日：2017-11-07
Applicant: Apple Inc.
Inventor： Kevin W. Decker , Conrad Shultz , Steve Falkenburg , Mateusz Rajca , Abhishek Bhowmick , Andrew H. Vyrros , Umesh S. Vaishampayan
IPC: G06F21/62 , G06F3/0483
Abstract: Embodiments described herein provide a privacy mechanism to protect user data when transmitting the data to a server that estimates a frequency of such data amongst a set of client devices. One embodiment uses a differential privacy mechanism to enhance a user experience by inferring potential user preferences from analyzing crowdsourced user interaction data. Based on a statistical analysis of user interactions in relation to various features or events, development efforts with respect to application behavior may be refined or enhanced. For example, user interactions in relation to the presentation of content such as content from online sources may be analyzed. Accordingly, presentation settings or preferences may be defined based on the crowdsourced user interaction data.
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公开(公告)号：US20170359364A1
公开(公告)日：2017-12-14
申请号：US15640266
申请日：2017-06-30
Applicant: Apple Inc.
Inventor： Abhradeep Guha Thakurta , Andrew H. Vyrros , Umesh S. Vaishampayan , Gaurav Kapoor , Julien Freudinger , Vipul Ved Prakash , Arnaud Legendre , Steven Duplinsky
CPC classification number: H04L63/1425 , G06F17/2235 , G06F17/2735 , G06F17/276 , G06F21/6254 , G06N99/005 , H04L63/0421
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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公开(公告)号：US20160357539A1
公开(公告)日：2016-12-08
申请号：US15152776
申请日：2016-05-12
Applicant: Apple Inc.
Inventor： Michael R. Siracusa , Joao Pedro Forjaz de Lacerda , Kit-Man Wan , Gaurav Kapoor , Umesh S. Vaishampayan
CPC classification number: H04L67/327 , G06F8/61 , G06F9/445 , G06F9/542 , G06F9/546 , G06F11/30 , G06N7/005 , H04L67/14 , H04L67/26 , H04W24/02 , H04W52/0264 , Y02D10/43 , Y02D70/00 , Y02D70/142 , Y02D70/144 , Y02D70/164 , Y02D70/26
Abstract: Disclosed are systems, methods, and non-transitory computer-readable storage media for monitoring the current context of a computing device. In some implementations, a context daemon can collect context information about the computing device. The context information can include current device hardware state information. The context information can include current software state information. The context can be derived or implied from a combination of hardware state information, software state information, or any other type of state information. For example, the derived context can be a user state (e.g., a user activity, sleeping, running, etc.) derived from or implied by hardware or software state information.
Abstract translation: 公开了用于监视计算设备的当前上下文的系统，方法和非暂时的计算机可读存储介质。 在一些实现中，上下文守护进程可以收集关于计算设备的上下文信息。 上下文信息可以包括当前设备硬件状态信息。 上下文信息可以包括当前的软件状态信息。 上下文可以从硬件状态信息，软件状态信息或任何其他类型的状态信息的组合中导出或暗示。 例如，导出的上下文可以是由硬件或软件状态信息导出或暗示的用户状态（例如，用户活动，睡眠，运行等）。
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公开(公告)号：US20150351033A1
公开(公告)日：2015-12-03
申请号：US14622659
申请日：2015-02-13
Applicant: Apple Inc.
Inventor： Phillip Stanley-Marbell , Gaurav Kapoor , Umesh S. Vaishampayan
CPC classification number: H04W52/0235 , Y02D70/1224 , Y02D70/142 , Y02D70/144 , Y02D70/146 , Y02D70/164 , Y02D70/26
Abstract: In some implementations, a mobile device can be configured to monitor environmental, system and user events associated with the mobile device and/or a peer device. The occurrence of one or more events can trigger adjustments to system settings. The mobile device can be configured to keep frequently invoked applications up to date based on a forecast of predicted invocations by the user. In some implementations, the mobile device can receive push notifications associated with applications that indicate that new content is available for the applications to download. The mobile device can launch the applications associated with the push notifications in the background and download the new content. In some implementations, before running an application or communicating with a peer device, the mobile device can be configured to check energy and data budgets and environmental conditions of the mobile device and/or a peer device to ensure a high quality user experience.
Abstract translation: 在一些实现中，移动设备可以被配置为监视与移动设备和/或对等设备相关联的环境，系统和用户事件。 一个或多个事件的发生可以触发对系统设置的调整。 移动设备可以被配置为基于用户预测的调用的预测来保持频繁被调用的应用程序的最新。 在一些实现中，移动设备可以接收与指示新内容可用于应用下载的应用相关联的推送通知。 移动设备可以在后台启动与推送通知相关联的应用，并下载新的内容。 在一些实施方案中，在运行应用程序或与对等设备通信之前，移动设备可以被配置为检查移动设备和/或对等设备的能量和数据预算以及环境状况，以确保高质量的用户体验。
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公开(公告)号：US20150350885A1
公开(公告)日：2015-12-03
申请号：US14503253
申请日：2014-09-30
Applicant: Apple Inc.
Inventor： Phillip Stanley-Marbell , Gaurav Kapoor , Umesh S. Vaishampayan
IPC: H04W8/22
CPC classification number: H04W8/22 , G06F1/206 , G06F1/3206 , G06F1/329 , G06F9/542 , H04M1/72569 , Y02D10/24
Abstract: In some implementations, a mobile device can be configured to monitor environmental, system and user events associated with the mobile device and/or a peer device. The occurrence of one or more events can trigger adjustments to system settings. The mobile device can be configured to keep frequently invoked applications up to date based on a forecast of predicted invocations by the user. In some implementations, the mobile device can receive push notifications associated with applications that indicate that new content is available for the applications to download. The mobile device can launch the applications associated with the push notifications in the background and download the new content. In some implementations, before running an application or communicating with a peer device, the mobile device can be configured to check energy and data budgets and environmental conditions of the mobile device and/or a peer device to ensure a high quality user experience.
Abstract translation: 在一些实现中，移动设备可以被配置为监视与移动设备和/或对等设备相关联的环境，系统和用户事件。 一个或多个事件的发生可以触发对系统设置的调整。 移动设备可以被配置为基于用户预测的调用的预测来保持频繁被调用的应用程序的最新。 在一些实现中，移动设备可以接收与指示新内容可用于应用下载的应用相关联的推送通知。 移动设备可以在后台启动与推送通知相关联的应用，并下载新的内容。 在一些实施方案中，在运行应用程序或与对等设备通信之前，移动设备可以被配置为检查移动设备和/或对等设备的能量和数据预算以及环境状况，以确保高质量的用户体验。
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