公开(公告)号：US10944777B2

公开(公告)日：2021-03-09

申请号：US16828629

申请日：2020-03-24

申请人： Exabeam, Inc.

发明人： Derek Lin ,  Qiaona Hu ,  Domingo Mihovilovic ,  Sylvain Gil ,  Barry Steiman

IPC分类号： H04L29/06 ,  G06N5/04 ,  G06F16/28 ,  G06F21/55

摘要： The present disclosure relates a system, method, and computer program for detecting anomalous user network activity based on multiple data sources. The system extracts user event data for n days from multiple data sources to create a baseline behavior model that reflects the user's daily volume and type of IT events. In creating the model, the system addresses data heterogeneity in multi-source logs by categorizing raw events into meta events. Thus, baseline behavior model captures the user's daily meta-event pattern and volume of IT meta events over n days. The model is created using a dimension reduction technique. The system detects any anomalous pattern and volume changes in a user's IT behavior on day n by comparing user meta-event activity on day n to the baseline behavior model. A score normalization scheme allows identification of a global threshold to flag current anomalous activity in the user population.

公开(公告)号：US10943696B2

公开(公告)日：2021-03-09

申请号：US15720786

申请日：2017-09-29

申请人： WINGS ICT Solutions Ltd.

发明人： Panagiotis Demestichas ,  Aimilia Bantouna ,  Eleni Giannopoulou ,  Ioannis Stenos ,  Vera Alexandra Stavroulaki

IPC分类号： G16H50/20 ,  G06N20/00 ,  G16H50/50 ,  G16H15/00 ,  G16H50/30 ,  G16H50/70

摘要： The present disclosure relates to a system, method, and computer program for predicting migraines using machine learning. More specifically, the system predicts the likelihood that a user will have a migraine within a certain period of time (e.g., a month) based on migraine causes/triggers X1 . . . n identified from a migraine pattern built using deep neural networks. The system collects data from the user with respect to his/her profile, his/her migraine incidents (having experienced a migraine or not) and his/her daily habits. Based on these data, it creates the user's migraine pattern and combines this pattern with the migraine patterns from similar users (when necessary). As a result, it is able to predict the probability of getting a migraine within a period of time.

公开(公告)号：US10803183B2

公开(公告)日：2020-10-13

申请号：US16657010

申请日：2019-10-18

申请人： Exabeam, Inc.

发明人： Sylvain Gil ,  Domingo Mihovilovic ,  Nir Polak ,  Magnus Stensmo ,  Sing Yip

IPC分类号： G06F21/57 ,  H04L29/06

摘要： The present disclosure is directed to a system, method, and computer program for detecting and assessing security risks in an enterprise's computer network. A behavior model is built for a user in the network based on the user's interactions with the network, wherein a behavior model for a user indicates client device(s), server(s), and resources used by the user. The user's behavior during a period of time is compared to the user's behavior model. A risk assessment is calculated for the period of time based at least in part on the comparison between the user's behavior and the user's behavior model, wherein any one of certain anomalies between the user's behavior and the user's behavior model increase the risk assessment.

公开(公告)号：US10269028B2

公开(公告)日：2019-04-23

申请号：US15653974

申请日：2017-07-19

申请人： Persado Intellectual Property Limited

发明人： Alexios Vratskides ,  Ori Einstein ,  Guy Stephane Krief ,  Assaf Baciu

IPC分类号： G06F17/27 ,  G06Q30/02 ,  G06F17/21 ,  G06F17/20 ,  G06F17/24

摘要： The present invention provides a system and method for optimizing a message. Components of a starting message are identified, and at least one rule is applied for modifying at least one message component to create at least one variation of the starting message. Message variants are tested by sending each variant to a sample of people and measuring a response rate for each sent message variant. The measured response rates are used to create an optimal version of the message. In one embodiment, message variants may be created and tested in multiple rounds.

公开(公告)号：US10178108B1

公开(公告)日：2019-01-08

申请号：US15169284

申请日：2016-05-31

申请人： Exabeam, Inc.

发明人： Derek Lin ,  Barry Steiman ,  Domingo Mihovilovic ,  Sylvain Gil

IPC分类号： G06F17/30 ,  G06F21/50 ,  G06F21/56 ,  H04L29/06

摘要： The present disclosure describes a system, method, and computer program for identifying and classifying service accounts in a network based on account behavior. For each evaluated account in the network, a plurality of behavior indicators are calculated. The behavior indicators correspond to service account behaviors and, for each account, are calculated based on network events associated with the account. Each behavior indicator is compared to a threshold specific to the corresponding behavior. If one or more behavior indicators for an account satisfies the applicable threshold, the account is deemed to display service account behavior. Consistency in which an account displays service account behavior is factored into classifying accounts as service accounts.

公开(公告)号：US09767457B1

公开(公告)日：2017-09-19

申请号：US14447200

申请日：2014-07-30

申请人： Marqeta, Inc.

发明人： Anthony Ford ,  Jason M. Gardner ,  Mark Lopez ,  David Matter ,  Jatin P. Salla

IPC分类号： G06Q20/40

CPC分类号： G06Q20/4097 ,  G06Q20/12 ,  G06Q20/202 ,  G06Q20/3825 ,  G06Q20/40 ,  G06Q20/4014

摘要： The disclosure is directed to a system, method, and computer program for dynamically identify a merchant associated with an authorization request for a payment card, wherein a merchant identifier in the authorization request is unrecognized. A plurality of unique signatures is created for each of a plurality of registered merchants, wherein the signatures for each registered merchant are based on values of merchant attributes associated with the registered merchant. In response to the system receiving an authorization request for a payment card that includes an unrecognized merchant identifier used to process authorization requests, a plurality of unique signatures is generated for the unrecognized merchant based on a combination of merchant attributes in the authorization request. A payment processing system then determines if the signatures match one of the signatures previously created for the registered merchants. If so, the authorization request is identified as originating from the matching registered merchant.

公开(公告)号：US09741043B2

公开(公告)日：2017-08-22

申请号：US13517032

申请日：2010-11-12

申请人： Alexios Vratskides ,  Ori Einstein ,  Guy Stephane Krief ,  Assaf Baciu

发明人： Alexios Vratskides ,  Ori Einstein ,  Guy Stephane Krief ,  Assaf Baciu

IPC分类号： G06F17/21 ,  G06F17/27 ,  G06F17/20 ,  G06Q30/02 ,  G06F17/22 ,  G06F17/24

CPC分类号： G06Q30/02 ,  G06F17/20 ,  G06F17/21 ,  G06F17/211 ,  G06F17/24 ,  G06F17/27 ,  G06F17/274 ,  G06F17/2785

摘要： The present invention provides a system and method for optimizing a message. Components of a starting message are identified, and at least one rule is applied for modifying at least one message component to create at least one variation of the starting message. Message variants are tested by sending each variant to a sample of people and measuring a response rate for each sent message variant. The measured response rates are used to create an optimal version of the message. In one embodiment, message variants may be created and tested in multiple rounds.

公开(公告)号：US09396455B2

公开(公告)日：2016-07-19

申请号：US12291515

申请日：2008-11-10

申请人： Neil S. Mendelson ,  William J. Creekbaum ,  Andriy O. Mochalskyy

发明人： Neil S. Mendelson ,  William J. Creekbaum ,  Andriy O. Mochalskyy

IPC分类号： G06F17/24 ,  G06Q10/10 ,  G06F17/30

CPC分类号： G06F17/211 ,  G06F3/0484 ,  G06F17/2235 ,  G06F17/2247 ,  G06F17/24 ,  G06F17/248 ,  G06F17/30241 ,  G06Q10/10 ,  G06T11/206

摘要： The present invention provides a system, method, and software program for enabling a user to view and interact with a visual map in an external application. According to one embodiment of the invention, a visual mapping application creates a file with (i) visual map data and (ii) software code capable of being executed by an external application to display the visual map and provide select visual mapping application in the external application. In one embodiment, such functionality includes the ability to expand and collapse map topics, scroll the map, zoom in and out, follow hypertext links in the map, find content in the map, and print the map. The created file can be thought of as a “visual map player” in that an external application can “play” the created file, resulting in a live map in the external application.

摘要翻译： 本发明提供了一种系统，方法和软件程序，用于使用户能够在外部应用中查看和与视觉地图交互。 根据本发明的一个实施例，视觉映射应用程序创建具有（i）可视地图数据的文件和（ii）能够由外部应用程序执行以显示可视映射并且在外部提供选择视觉映射应用的软件代码 应用。 在一个实施例中，这样的功能包括扩展和折叠地图主题，滚动地图，放大和缩小，跟随地图中的超文本链接，在地图中查找内容并打印地图的能力。 创建的文件可以被认为是“视觉地图播放器”，因为外部应用程序可以“播放”创建的文件，从而导致外部应用程序中的实时地图。

公开(公告)号：US09396282B2

公开(公告)日：2016-07-19

申请号：US14726856

申请日：2015-06-01

申请人： Mindjet LLC

发明人： William J. Creekbaum ,  Michael B. Jetter ,  Steven Bashford

IPC分类号： G06F17/00 ,  G06F17/30 ,  G06F17/21 ,  G06F17/22 ,  G06F17/24

CPC分类号： G06F17/227 ,  G06F3/04847 ,  G06F17/212 ,  G06F17/2247 ,  G06F17/24 ,  G06F17/30716 ,  G06F17/30867 ,  G06F17/30905 ,  G06F17/30917 ,  G06F17/30929 ,  G06Q10/105 ,  G06Q40/04 ,  H04L67/02

摘要： The present invention provides a system, method, and software application for enabling a user to view data from an external data source in a visual map, wherein the external data source has a web services interface. Visual mapping software on a computer provides a visual mapping interface in which a user can create, edit, and/or view a visual map. Within the visual mapping interface, the visual mapping software provides the user with an option to obtain data from one or more data sources associated with a web service. In response to the user selecting a data source associated with a web service, the visual mapping software builds a web service request for the web service associated with the selected data source. The visual mapping application makes a call to the applicable web service with the web service request. The visual mapping application subsequently receives data from the web service and transforms the data into a format that can be used to generate visual map data. The visual mapping software then displays the data in a visual map.

公开(公告)号：US09304660B1

公开(公告)日：2016-04-05

申请号：US13410290

申请日：2012-03-01

申请人： James Ward Brown, Jr. ,  Nicholas James Alexander Black

发明人： James Ward Brown, Jr. ,  Nicholas James Alexander Black

IPC分类号： G06F3/0484 ,  G06F9/44

CPC分类号： G06F8/38 ,  G01C21/3682 ,  G01C21/3697 ,  G06F3/0482 ,  G06F3/0484 ,  G06F8/34

摘要： A system and method is provided for generating a dynamic, user interface that is capable of frequently changing and learning to provide the most relevant information to the user. The method includes executing a plurality of user interface (UI) modules on a computing device. Each UI module is a software component that provides content for display in the user interface. Each UI module determines its own content and its own priority level and bids for user interface space using its determined priority level. A UI controller is executed on the computing device. The UI controller is a software component that receives bids for the UI modules, determines the number of available spots for UI modules in the user interface, and selects UI modules associated with the highest priority for display in the available user interface spots.

摘要翻译： 提供了一种系统和方法，用于生成能够经常改变和学习以向用户提供最相关信息的动态用户界面。 该方法包括在计算设备上执行多个用户界面（UI）模块。 每个UI模块是一个软件组件，提供用于在用户界面中显示的内容。 每个UI模块使用其确定的优先级来确定其自己的内容及其自己的优先级和用户界面空间的出价。 在计算设备上执行UI控制器。 UI控制器是接收UI模块的出价的软件组件，确定用户界面中UI模块的可用点数，并且选择与最高优先级相关联的UI模块，以在可用的用户界面点中显示。