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1. 发明申请

WO2014093618A3 INFERRING USER DEMOGRAPHIC INFORMATION FROM RATINGS 审中-公开
标题翻译：从评级中引入用户人口统计信息
公开(公告)号：WO2014093618A3
公开(公告)日：2014-10-23
申请号：PCT/US2013074662
申请日：2013-12-12
申请人： THOMSON LICENSING , IOANNIDIS STRATIS , WEINSBERG UDI , BHAGAT SMRITI
发明人： IOANNIDIS STRATIS , WEINSBERG UDI , BHAGAT SMRITI
IPC分类号： G06Q10/00
CPC分类号： G06Q30/0204 , G06Q10/06315 , G06Q30/0282
摘要： Existing recommendation systems leverage user social and demographic information, e.g., age, gender and political affiliation, to personalize content and make recommendations. However, users do not volunteer this information due to privacy concerns or to the lack of initiative in filling out their profile information. The current methods and apparatus provide principles in which the system may learn the private attribute for those users who do not voluntarily disclose them. In an exemplary embodiment, the system receives ratings for items, such as movies, for example, that may be used by a recommendation system. The inventive arrangements are based on novel usage of Bayesian matrix factorization in an active learning setting. Such a system can be carried out using significantly fewer rated items than previously proposed static inference methods. The system functions effectively without sacrificing the quality of the regular recommendations made to the user.
摘要翻译：现有的推荐系统利用用户社交和人口统计信息（例如年龄，性别和政治隶属关系）来个性化内容并提出建议。但是，由于隐私问题或缺乏主动填写个人资料信息，用户不会自愿提供这些信息。当前的方法和装置提供了原理，其中系统可以为那些不愿意公开他们的用户学习私人属性。在示例性实施例中，系统接收例如可由推荐系统使用的项目（例如电影）的评级。本发明的配置基于在主动学习环境中的贝叶斯矩阵分解的新用法。这样的系统可以使用比先前提出的静态推断方法少得多的额定项目来执行。该系统可以有效运行，而不会影响向用户提供的常规建议的质量。

2. 发明申请

WO2014137394A1 PRIVACY-PRESERVING RIDGE REGRESSION USING PARTIALLY HOMOMORPHIC ENCRYPTION AND MASKS 审中-公开
标题翻译：使用部分均匀加密和掩码的隐私保护RIDGE回归
公开(公告)号：WO2014137394A1
公开(公告)日：2014-09-12
申请号：PCT/US2013/061698
申请日：2013-09-25
申请人： THOMSON LICENSING , NIKOLAENKO, Valeria , WEINSBERG, Udi , IOANNIDIS, Stratis , JOYE, Marc , TAFT, Nina
发明人： NIKOLAENKO, Valeria , WEINSBERG, Udi , IOANNIDIS, Stratis , JOYE, Marc , TAFT, Nina
IPC分类号： H04L9/00
CPC分类号： H04L9/008 , G06F21/602 , G09C1/00 , H04L9/0816 , H04L63/0428 , H04L2209/04 , H04L2209/24 , H04L2209/46 , H04L2209/50
摘要： A method and system for privacy-preserving ridge regression using partially homomorphic encryption and masks is provided. The method includes the steps of requesting a garbled circuit from a crypto service provider, collecting data from multiple users that has been formatted and encrypted using partially homomorphic encryption, summing the data that has been formatted and encrypted using partially homomorphic encryption, applying a prepared masks to the summed data, receiving garbled inputs corresponding to prepared mask from the crypto service provider using oblivious transfer, and evaluating the garbled circuit from the crypto service provider using the garbled inputs and masked data.
摘要翻译：提供了一种使用部分同态加密和掩码进行隐私保护岭回归的方法和系统。该方法包括以下步骤：从加密服务提供商请求混乱电路，从已经使用部分同态加密格式化和加密的多个用户收集数据，对已经使用部分同态加密格式化和加密的数据求和，应用准备的掩码对于相加的数据，使用无意识的转移从加密服务提供商接收与准备的掩码相对应的乱码，并且使用乱码输入和掩蔽数据从加密服务提供商评估乱码电路。

3. 发明申请

WO2014137393A1 PRIVACY-PRESERVING RIDGE REGRESSION USING MASKS 审中-公开
标题翻译：隐私保护使用掩码的RIDGE回归
公开(公告)号：WO2014137393A1
公开(公告)日：2014-09-12
申请号：PCT/US2013/061696
申请日：2013-09-25
申请人： THOMSON LICENSING , NIKOLAENKO, Valeria , WEINSBERG, Udi , IOANNIDIS, Stratis , JOYE, Marc , TAFT, Nina
发明人： NIKOLAENKO, Valeria , WEINSBERG, Udi , IOANNIDIS, Stratis , JOYE, Marc , TAFT, Nina
IPC分类号： H04L9/00
CPC分类号： H04L9/008 , G06F21/602 , G09C1/00 , H04L9/0816 , H04L63/0428 , H04L2209/04 , H04L2209/24 , H04L2209/46 , H04L2209/50
摘要： A method and system for privacy-preserving ridge regression using masks is provided. The method includes the steps of requesting a garbled circuit from a crypto service provider, collecting data from multiple users that has been formatted and encrypted using homomorphic encryption, summing the data that has been formatted and encrypted using homomorphic encryption, applying prepared masks to the summed data, receiving garbled inputs corresponding to prepared mask from the crypto service provider using oblivious transfer, and evaluating the garbled circuit from the crypto service provider using the garbled inputs and masked data.
摘要翻译：提供了一种使用掩模进行隐私保护脊回归的方法和系统。该方法包括以下步骤：从加密服务提供商请求乱码电路，从使用同态加密格式化和加密的多个用户收集数据，对已经被格式化并使用同态加密加密的数据求和，将准备的掩码应用于求和数据，使用无意识的传送从加密服务提供者接收与准备的掩码相对应的乱码输入，以及使用乱码输入和掩蔽数据从加密服务提供商评估混乱电路。

4. 发明申请

WO2014007943A3 METHOD AND APPARATUS FOR OBFUSCATING USER DEMOGRAPHICS 审中-公开
标题翻译：用于人脸识别的方法和装置
公开(公告)号：WO2014007943A3
公开(公告)日：2014-04-10
申请号：PCT/US2013044890
申请日：2013-06-10
申请人： THOMSON LICENSING , BHAGAT SMRITI , WEINSBERG UDI , IOANNIDIS STRATIS , TAFT NINA
发明人： BHAGAT SMRITI , WEINSBERG UDI , IOANNIDIS STRATIS , TAFT NINA
IPC分类号： G06N5/02 , G06N5/04 , G06N7/00
CPC分类号： G06N5/022 , G06F21/6254 , G06N5/045 , G06N7/005
摘要： A method to obfuscate the accurate detection of demographic information of a new user who provides ratings to a digital content service having a recommender system includes training an inference engine to detect the 5 demographic information. The training set includes movie ratings and demographic information from a plurality of other users. The new user inputs ratings, such as movie ratings, and the inference engine determines the demographic information of the new user. An obfuscation engine then adds movie ratings to the recommender system which cause an inference engine in the recommender system to fail to accurately detect the demographic information of the new user.
摘要翻译：用于模糊对具有推荐系统的数字内容服务提供评级的新用户的人口统计信息的精确检测的方法包括训练推理机以检测5人口统计信息。训练集包括来自多个其他用户的电影评级和人口统计信息。新用户输入评级，例如电影评级，推理引擎确定新用户的人口统计信息。然后，混淆引擎向推荐系统添加电影评级，这导致推荐系统中的推理引擎不能准确地检测新用户的人口统计信息。

5. 发明申请

WO2013191931A1 METHOD AND APPARATUS FOR INFERRING USER DEMOGRAPHICS 审中-公开
标题翻译：用于感染用户人口统计学的方法和设备
公开(公告)号：WO2013191931A1
公开(公告)日：2013-12-27
申请号：PCT/US2013/044880
申请日：2013-06-10
申请人： THOMSON LICENSING , WEINSBERG, Udi , BHAGAT, Smriti , IOANNIDIS, Stratis , TAFT, Nina
发明人： WEINSBERG, Udi , BHAGAT, Smriti , IOANNIDIS, Stratis , TAFT, Nina
IPC分类号： G06N5/00 , G06N99/00
CPC分类号： G06Q30/0269 , G06N5/00 , G06N99/005
摘要： A method to determine demographic information of a new user utilizing only ratings includes training an inference engine informed with a training data set which includes ratings and demographic information from a plurality of other users. The new user inputs ratings, such as movie ratings, and an inference engine determines demographic information of the new user. The demographic information of the new user can then be used to provide recommendations or to provide targeted advertisements to the new user.
摘要翻译：仅使用评级来确定新用户的人口统计信息的方法包括用包括来自多个其他用户的评级和人口统计信息的训练数据集来训练推断引擎。新用户输入评级，例如电影评级，推理引擎确定新用户的人口统计信息。然后可以使用新用户的人口统计信息来提供建议或向新用户提供有针对性的广告。

6. 发明申请

WO2012120519A1 MOVING CELLULAR COMMUNICATION SYSTEM OPERATIVE IN AN EMERGENCY MODE 审中-公开
标题翻译：移动蜂窝通信系统在紧急模式下运行
公开(公告)号：WO2012120519A1
公开(公告)日：2012-09-13
申请号：PCT/IL2012/050082
申请日：2012-03-08
申请人： ELTA SYSTEMS LTD , SCHWARTZ, Adi , SHOSHAN, Yaakov , SHERMAN, Itay , WEINSBERG, Udi
发明人： SCHWARTZ, Adi , SHOSHAN, Yaakov , SHERMAN, Itay , WEINSBERG, Udi
IPC分类号： H04W36/08
CPC分类号： H04W4/90 , H04B7/15542 , H04B7/1555 , H04B7/2606 , H04J11/005 , H04J11/0056 , H04L1/0018 , H04L61/2517 , H04L2212/00 , H04W4/046 , H04W4/40 , H04W8/085 , H04W8/26 , H04W28/0215 , H04W28/0268 , H04W28/14 , H04W36/04 , H04W40/00 , H04W40/02 , H04W40/22 , H04W72/00 , H04W72/005 , H04W72/02 , H04W72/0413 , H04W72/042 , H04W72/0453 , H04W76/10 , H04W76/11 , H04W76/12 , H04W80/04 , H04W84/005 , H04W84/045 , H04W84/047 , H04W88/04 , H04W88/08 , H04W88/16
摘要： A communication system comprising moving relay/s including base- and mobile- station functionality and a radio manager, all co-located, emergency moving relay/s further including a simulated stationary network that includes a simulated IP connectivity gateway communicating with a simulated mobility management entity and simulating the operation of a stationary network; the emergency moving relay being a root of a subtree including moving relay/s and mobile station/s, and utilizing its mobile- station functionality, base station functionality and radio manager for normal and emergency operation including communicating to a designated mobile station in the subtree each message received from a moving relay or mobile station in the subtree, the message having an IP address of the designated mobile station; or communicating to the simulated stationary network each message received from a moving relay/mobile station in the subtree and having an IP address not matching any mobile station in the subtree.
摘要翻译：包括移动中继站（包括基站和移动台功能）和无线电管理器的通信系统，所有位于同一地点的紧急移动中继站进一步包括模拟固定网络，所述模拟固定网络包括模拟IP 连通性网关与模拟移动性管理实体进行通信并模拟固定网络的操作; 紧急移动中继是包括移动中继站和移动台的子树的根，并且利用其移动台功能，基站功能和无线电管理器进行正常和紧急操作，包括与子树中的指定移动台通信每个消息从子树中的移动中继站或移动站接收，该消息具有指定的移动站的IP地址; 或者向仿真的固定网络传送从子树中的移动中继站/移动站接收的每个消息，并且该子网树中的IP地址与该子树中的任何移动站不匹配。

7. 发明申请

WO2014093621A2 PROPOSING OBJECTS TO A USER TO EFFICIENTLY DISCOVER DEMOGRAPHICS FROM ITEM RATINGS 审中-公开
标题翻译：向用户提出对象从物品等级有效发现人口统计学的目标
公开(公告)号：WO2014093621A2
公开(公告)日：2014-06-19
申请号：PCT/US2013/074665
申请日：2013-12-12
申请人： THOMSON LICENSING , IOANNIDIS, Stratis , WEINSBERG, Udi , BHAGAT, Smriti
发明人： IOANNIDIS, Stratis , WEINSBERG, Udi , BHAGAT, Smriti
CPC分类号： G06Q30/0204 , G06N5/04 , G06N7/005 , G06N99/005 , G06Q30/0241 , G06Q30/0278 , G06Q30/0282
摘要： The current methods and apparatus provide a system that learns a private attribute, such as gender, based on at least one iteration of presenting an item to a user and receiving ratings from the user for this item. In an exemplary embodiment, the system may solicit ratings for strategically selected items, such as movies for example, and then infers the user's gender. Based on the assessed confidence in the demographic selected, the system may repeat the selection, presentation and ratings of another item. The proposed system can strategically select the sequence of items that are presented to the user for a rating. By selecting the next item to be rated based on a maximum posterior probability confidence, a demographic with a certain threshold of confidence can be inferred. The inventive arrangements are based on novel usage of Bayesian matrix factorization in an active learning setting. Such a system is shown to be feasible and can be carried out using significantly fewer rated items than previously proposed static inference methods.
摘要翻译：目前的方法和装置提供了一种系统，其基于至少一次向用户呈现项目的迭代来学习诸如性别的私人属性，并且从用户接收对该项目的评级。在示例性实施例中，系统可以针对诸如电影的战略选择的项目征求评级，然后推断用户的性别。根据对所选人口的评估信心，系统可能会重复对另一项目的选择，呈现和评级。所提出的系统可以策略地选择呈现给用户的评级的项目的顺序。通过基于最大后验概率置信选择要评级的下一个项目，可以推断具有一定阈值的人口统计学。本发明的布置基于在主动学习设置中贝叶斯矩阵分解的新颖使用。这样的系统被证明是可行的，并且可以使用比先前提出的静态推理方法明显更少的额定项目来执行。

8. 发明申请

WO2014093618A2 INFERRING USER DEMOGRAPHIC INFORMATION FROM RATINGS 审中-公开
标题翻译：从评分中输入用户人口统计信息
公开(公告)号：WO2014093618A2
公开(公告)日：2014-06-19
申请号：PCT/US2013/074662
申请日：2013-12-12
申请人： THOMSON LICENSING , IOANNIDIS, Stratis , WEINSBERG, Udi , BHAGAT, Smriti
发明人： IOANNIDIS, Stratis , WEINSBERG, Udi , BHAGAT, Smriti
IPC分类号： G06Q10/10
CPC分类号： G06Q30/0204 , G06Q10/06315 , G06Q30/0282
摘要： Existing recommendation systems leverage user social and demographic information, e.g., age, gender and political affiliation, to personalize content and make recommendations. However, users do not volunteer this information due to privacy concerns or to the lack of initiative in filling out their profile information. The current methods and apparatus provide principles in which the system may learn the private attribute for those users who do not voluntarily disclose them. In an exemplary embodiment, the system receives ratings for items, such as movies, for example, that may be used by a recommendation system. The inventive arrangements are based on novel usage of Bayesian matrix factorization in an active learning setting. Such a system can be carried out using significantly fewer rated items than previously proposed static inference methods. The system functions effectively without sacrificing the quality of the regular recommendations made to the user.
摘要翻译：现有的推荐系统利用用户社会和人口统计信息，例如年龄，性别和政治隶属关系，个性化内容和提出建议。但是，由于隐私问题或用户填写个人资料信息缺乏主动性，用户不会自愿提供此信息。目前的方法和设备提供了系统可以为那些不自愿披露他们的用户学习私有属性的原理。在示例性实施例中，系统接收诸如可由推荐系统使用的诸如电影的项目的等级。本发明的布置基于在主动学习设置中贝叶斯矩阵分解的新颖使用。这样的系统可以使用比以前提出的静态推理方法少得多的额定项目来执行。系统功能有效，不会牺牲对用户的定期建议的质量。

9. 发明申请

WO2014007943A2 METHOD AND APPARATUS FOR OBFUSCATING USER DEMOGRAPHICS 审中-公开
标题翻译：用于混淆用户人口统计的方法和设备
公开(公告)号：WO2014007943A2
公开(公告)日：2014-01-09
申请号：PCT/US2013/044890
申请日：2013-06-10
申请人： THOMSON LICENSING , BHAGAT, Smriti , WEINSBERG, Udi , IOANNIDIS, Stratis , TAFT, Nina
发明人： BHAGAT, Smriti , WEINSBERG, Udi , IOANNIDIS, Stratis , TAFT, Nina
IPC分类号： G06F21/50
CPC分类号： G06N5/022 , G06F21/6254 , G06N5/045 , G06N7/005
摘要： A method to obfuscate the accurate detection of demographic information of a new user who provides ratings to a digital content service having a recommender system includes training an inference engine to detect the 5 demographic information. The training set includes movie ratings and demographic information from a plurality of other users. The new user inputs ratings, such as movie ratings, and the inference engine determines the demographic information of the new user. An obfuscation engine then adds movie ratings to the recommender system which cause an inference engine in the recommender system to fail to accurately detect the demographic information of the new user.
摘要翻译：混淆精确检测向具有推荐系统的数字内容服务提供评级的新用户的人口统计信息的方法包括训练推理引擎以检测人口统计信息。训练集包括来自多个其他用户的电影评级和人口统计信息。新用户输入评级，如电影评级，推理引擎确定新用户的人口统计信息。迷惑引擎然后将电影评级添加到推荐者系统，这导致推荐者系统中的推理引擎不能准确地检测到新用户的人口统计信息。

10. 发明申请

WO2012095193A1 INFERRING SHAPING 审中-公开
标题翻译：感觉形状
公开(公告)号：WO2012095193A1
公开(公告)日：2012-07-19
申请号：PCT/EP2011/063166
申请日：2011-07-29
申请人： THOMSON LICENSING , WEINSBERG, Udi , SOULE, Augustin , MASSOULIE, Laurent
发明人： WEINSBERG, Udi , SOULE, Augustin , MASSOULIE, Laurent
IPC分类号： H04L12/56 , H04L12/26
CPC分类号： H04L43/50 , H04L43/026 , H04L47/22
摘要： The present invention relates to the inference of shaping, in particular to the inference of shaping of packets transmitted along a network path. First and second packets are transmitted with a common time distribution. The respective time distributions in the arrival times of the first and second packets is measured after they have travelled along the path, and shaping is inferred to have occurred if the distribution of the first and second packets is different.
摘要翻译：本发明涉及整形的推断，特别是关于沿着网络路径发送的分组的整形推理。以公共时间分布发送第一和第二分组。在第一和第二分组的到达时间之间的相应时间分布在它们沿着路径行进之后被测量，并且如果第一和第二分组的分布不同，则推断已经发生整形。

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