公开(公告)号：US20160300049A1

公开(公告)日：2016-10-13

申请号：US14682838

申请日：2015-04-09

Applicant: QUALCOMM Incorporated

Inventor： Isaac David GUEDALIA ,  Adam SCHWARTZ

IPC: G06F21/31 ,  G06N99/00 ,  G06N5/04 ,  G06F21/88

CPC classification number: G06F21/316 ,  G06F21/88 ,  G06N5/046 ,  G06N5/047 ,  G06N99/005

Abstract: The disclosure relates to machine-learning behavioral analysis to detect device theft and unauthorized device usage. In particular, during a training phase, an electronic device may generate a local user profile that represents observed user-specific behaviors according to a centroid sequence, wherein the local user profile may be classified into a baseline profile model that represents aggregate behaviors associated with various users over time. Accordingly, during an authentication phase, the electronic device may generate a current user profile model comprising a centroid sequence re-expressing user-specific behaviors observed over an authentication interval, wherein the current user profile model may be compared to plural baseline profile models to identify the baseline profile model closest to the current user profile model. As such, an operator change may be detected where the baseline profile model closest to the current user profile model differs from the baseline profile model in which the electronic device has membership.

Abstract translation: 本公开涉及机器学习行为分析以检测设备被盗和未授权的设备使用。 特别地，在训练阶段期间，电子设备可以生成表示根据质心序列的观察到的用户特定行为的本地用户简档，其中本地用户简档可以被分类为基线简档模型，其表示与各种关联的聚合行为 用户随着时间的流逝。 因此，在认证阶段期间，电子设备可以生成包括重新表达在认证间隔上观察到的用户特定行为的质心序列的当前用户简档模型，其中当前用户简档模型可以与多个基线简档模型进行比较以识别 最接近当前用户配置文件模型的基线配置文件模型。 因此，可以检测最接近当前用户简档模型的基线简档模型与电子设备具有成员资格的基线简档模型不同的操作员改变。

公开(公告)号：US20160066148A1

公开(公告)日：2016-03-03

申请号：US14822403

申请日：2015-08-10

Applicant: QUALCOMM Incorporated

Inventor： Adam SCHWARTZ ,  Isaac David GUEDALIA ,  Sarah GLICKFIELD

IPC: H04W4/02 ,  H04W52/28

CPC classification number: H04W4/023 ,  H04W4/029 ,  H04W4/043 ,  H04W4/33 ,  H04W4/50 ,  H04W52/283

Abstract: Systems and methods are disclosed for determining a context-dependent virtual distance based on stigmergic interference. The method may include obtaining environmental status information relating to an environment in proximity to a client device, calculating, based on the obtained environmental status information, the context-dependent virtual distance between the client device and a user of the client device, and controlling a user signaling pattern of the client device based on the calculated context-dependent virtual distance.

Abstract translation: 公开了系统和方法，用于基于刺激干扰确定与情景相关的虚拟距离。 该方法可以包括获得与客户端设备附近的环境相关的环境状态信息，基于所获得的环境状态信息，计算客户端设备与客户端设备的用户之间的上下文相关的虚拟距离，并且控制 基于所计算的上下文相关虚拟距离的客户端设备的用户信令模式。

公开(公告)号：US20160224652A1

公开(公告)日：2016-08-04

申请号：US14610345

申请日：2015-01-30

Applicant: QUALCOMM Incorporated

Inventor： Adam SCHWARTZ ,  Isaac David GUEDALIA

IPC: G06F17/30

CPC classification number: G06F17/30598 ,  G06F17/30516 ,  G06F17/30604

Abstract: The disclosure relates to various distance metrics that may quantify semantic and syntactic relationships between devices. More particularly, a first grammar associated with a first device and a second grammar associated with a second device may each comprise a symbol sequence that re-expresses one or more sequenced data items and one or more rules that represent a repeated pattern in the symbol sequence. Accordingly, one or more distance metrics that quantify a similarity between the first grammar and the second grammar may be calculated according to a comparison between the rules in the first grammar and the rules in the second grammar such that a relationship between the first device and the second device can be determined according to the one or more distance metrics.

Abstract translation: 本公开涉及可以量化设备之间的语义和句法关系的各种距离度量。 更具体地，与第一设备相关联的第一语法和与第二设备相关联的第二语法可以各自包括重新表达一个或多个排序数据项的符号序列和表示符号序列中的重复模式的一个或多个规则 。 因此，可以根据第一语法中的规则和第二语法中的规则之间的比较来计算量化第一语法和第二语法之间的相似性的一个或多个距离度量，使得第一设备和第二语法之间的关系 可以根据一个或多个距离度量来确定第二设备。

公开(公告)号：US20160044102A1

公开(公告)日：2016-02-11

申请号：US14789005

申请日：2015-07-01

Applicant: QUALCOMM Incorporated

Inventor： Sarah GLICKFIELD ,  Isaac David GUEDALIA ,  Adam SCHWARTZ

IPC: H04L29/08 ,  G06F17/30

CPC classification number: H04L67/1095 ,  G06F13/385 ,  G06F17/30324

Abstract: Methods and apparatuses are disclosed for synchronizing data inputs generated at a plurality of frequencies by a plurality of data sources. A device receives a first set of data points from a first data source of the plurality of data sources generated at a first frequency of the plurality of frequencies, receives a second set of data points from a second data source of the plurality of data sources generated at a second frequency of the plurality of frequencies, selects a time window corresponding to a period of time during which at least a subset of the first set of data points and at least a subset of the second set of data points were generated, and generates a vector representing a first reduced form of the subset of the first set of data points and a second reduced form of the subset of the second set of data points.

Abstract translation: 公开了用于使由多个数据源在多个频率处产生的数据输入同步的方法和装置。 设备从多个频率的第一频率产生的多个数据源的第一数据源接收第一组数据点，从生成的多个数据源的第二数据源接收第二组数据点 在多个频率的第二频率处，选择对应于生成第一组数据点的至少一个子集和第二组数据点的至少一个子集的时间段的时间窗口，并且生成 表示第一组数据点的子集的第一简化形式的矢量和第二组数据点的子集的第二缩减形式。

公开(公告)号：US20160142905A1

公开(公告)日：2016-05-19

申请号：US14547654

申请日：2014-11-19

Applicant: QUALCOMM Incorporated

Inventor： Isaac David GUEDALIA ,  Adam SCHWARTZ ,  Sarah GLICKFIELD

IPC: H04W8/20 ,  G06F17/18

CPC classification number: H04W8/205 ,  G06F17/18 ,  G06Q30/02

Abstract: The disclosure relates to creating a time-sensitive grammar. A device receives a plurality of data points, identifies a plurality of time gaps associated with the plurality of data points, each of the plurality of time gaps representing a dwell time or a frequency of occurrence of a data point of the plurality of data points, generates a generic time factor representing a multiple of the plurality of time gaps, and combines the generic time factor with the plurality of data points to create a time-sensitive sequence of data points. The generic time factor may be inserted into the time-sensitive sequence a number of times representing the dwell time or the frequency of occurrence of a corresponding data point of the plurality of data points.

Abstract translation: 本公开涉及创建时间敏感语法。 设备接收多个数据点，识别与多个数据点相关联的多个时间间隔，多个时间间隔中的每一个表示多个数据点的数据点的驻留时间或出现频率， 产生表示多个时间间隔的倍数的通用时间因子，并将通用时间因子与多个数据点组合以创建数据点的时间敏感序列。 一般时间因子可以插入到时间敏感序列中，代表多个数据点的相应数据点的停留时间或出现频率的次数。