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1.发明授权Anomalous behavior detection using radio frequency fingerprints and access credentials 有权使用射频指纹和访问凭证的异常行为检测公开(公告)号：US09485267B2
公开(公告)日：2016-11-01
申请号：US14610659
申请日：2015-01-30
IPC分类号： H04L29/06 , H04W4/22 , H04W4/02 , G07C9/00 , H04B17/391 , H04W12/06 , H04W12/08 , H04B17/318
CPC分类号： H04L63/1425 , G07C9/00031 , G07C9/00103 , G07C9/00111 , G07C2209/61 , G07C2209/63 , H04B17/318 , H04B17/391 , H04L63/0853 , H04L63/20 , H04L63/302 , H04W4/027 , H04W4/90 , H04W12/06 , H04W12/08 , H04W12/12
摘要： Electromagnetic (EM)/radio frequency (RF) emissions may be detected and corresponding EM personas may be created. One or more EM personas may be associated with a super persona corresponding to a particular entity. EM personas, super personas, and/or supplemental identifying information can be used to enforce security protocols.
摘要翻译： 可以检测到电磁（EM）/射频（RF）发射，并且可以创建相应的EM人物角色。 一个或多个EM角色可以与对应于特定实体的超级角色相关联。 EM角色，超级人物角色和/或补充标识信息可用于实施安全协议。
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公开(公告)号：US10104098B2
公开(公告)日：2018-10-16
申请号：US14728825
申请日：2015-06-02
摘要： Systems and methods can support threat detection using electromagnetic signatures. One or more sensors comprising radio receivers may receive radio frequency signals within an electromagnetic environment. Radio frequency signatures may be identified from one or more of the radio frequency signals. A baseline electromagnetic environment may be established from the radio frequency signatures. The radio frequency signatures may be monitored over time to detect variations from the baseline electromagnetic environment. Variations in the electromagnetic environment may be evaluated against stored threat signatures. Operator interfaces may present indications of threats determined from evaluating the variations in the electromagnetic environment.
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公开(公告)号：US09625564B2
公开(公告)日：2017-04-18
申请号：US14667527
申请日：2015-03-24
IPC分类号： H04W24/08 , G01S5/02 , G06K9/00 , G06T7/00 , G06T7/20 , H04N5/265 , G06T7/60 , G06K9/52 , G06F17/30 , H04L29/06 , H04W4/00 , H04W12/10 , H04B1/18 , H04W4/02 , H04W12/08 , H04B17/10 , H04B17/391 , H04W84/18
CPC分类号： G01S5/0263 , G01S5/02 , G01S5/0242 , G06F17/30598 , G06F17/30864 , G06K9/00718 , G06K9/00744 , G06K9/00771 , G06K9/52 , G06K2209/27 , G06T7/20 , G06T7/60 , G08B13/00 , H04B1/18 , H04B17/10 , H04B17/391 , H04K3/22 , H04K2203/18 , H04L63/1416 , H04L63/1425 , H04L63/302 , H04N5/265 , H04W4/021 , H04W4/70 , H04W12/08 , H04W12/10 , H04W12/12 , H04W24/08 , H04W84/18
摘要： Systems and methods can support detecting and identifying threats associated with wireless devices within an electromagnetic environment. One or more sensor antennas may be located within the electromagnetic environment. Radio frequency signals may be coupled from the sensor antennas into a radio receiver. The radio receiver can communicate data samples representing a portion of the radio frequency signal to a raw signal analysis engine. The raw signal analysis engine can identify features associated with a communicated signal within the data samples. The raw signal analysis engine can classify modulation features and decode information features from the communicated signal. Feature vectors may be generated comprising the data samples and the identified features associated with the data samples. The feature vectors can be transmitted to a signal aggregation and analysis engine to support detecting and identifying electromagnetic threats and to support associated operator interfaces.
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4.发明申请COMPUTATIONAL SIGNAL PROCESSING ARCHITECTURES FOR ELECTROMAGNETIC SIGNATURE ANALYSIS 审中-公开电磁信号分析的计算信号处理结构公开(公告)号：US20160127404A1
公开(公告)日：2016-05-05
申请号：US14617845
申请日：2015-02-09
CPC分类号： G01S5/0263 , G01S5/02 , G01S5/0242 , G06F17/30598 , G06F17/30864 , G06K9/00718 , G06K9/00744 , G06K9/00771 , G06K9/52 , G06K2209/27 , G06T7/20 , G06T7/60 , G08B13/00 , H04B1/18 , H04B17/10 , H04B17/391 , H04K3/22 , H04K2203/18 , H04L63/1416 , H04L63/1425 , H04L63/302 , H04N5/265 , H04W4/021 , H04W4/70 , H04W12/08 , H04W12/10 , H04W12/12 , H04W24/08 , H04W84/18
摘要： Systems and methods can support a computational signal processing architecture for electromagnetic signature analysis and threat detection. A plurality of sensor antennas can couple a radio frequency signal into a radio receiver. The radio receiver can generate digital samples of the signal. A raw signal analysis engine can identify signal features within the digital samples, generate signal feature vectors from the identified signal features, decode signal content from the signal feature vectors, and transmit the signal feature vectors into a signal feature network. The signal feature vectors may be aggregated from the signal feature network into a signal aggregation and analysis engine. The signal aggregation and analysis engine can refine feature vectors through processing such as identifying wireless attacks according to the signal features within the signal feature vectors. One or more operator interfaces and one or more analysis databases may support these operations.
摘要翻译： 系统和方法可以支持用于电磁签名分析和威胁检测的计算信号处理架构。 多个传感器天线可将射频信号耦合到无线电接收机。 无线电接收器可以产生信号的数字样本。 原始信号分析引擎可以识别数字样本内的信号特征，从识别的信号特征生成信号特征向量，从信号特征向量解码信号内容，并将信号特征向量发送到信号特征网络。 信号特征向量可以从信号特征网络聚合成信号聚合和分析引擎。 信号聚合和分析引擎可以通过诸如根据信号特征向量内的信号特征来识别无线攻击的处理来改进特征向量。 一个或多个操作员界面和一个或多个分析数据库可以支持这些操作。
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5.发明申请Anomalous Behavior Detection Using Radio Frequency Fingerprints and Access Credentials 有权使用射频指纹和访问证书的异常行为检测公开(公告)号：US20150350902A1
公开(公告)日：2015-12-03
申请号：US14610659
申请日：2015-01-30
CPC分类号： H04L63/1425 , G07C9/00031 , G07C9/00103 , G07C9/00111 , G07C2209/61 , G07C2209/63 , H04B17/318 , H04B17/391 , H04L63/0853 , H04L63/20 , H04L63/302 , H04W4/027 , H04W4/90 , H04W12/06 , H04W12/08 , H04W12/12
摘要： Electromagnetic (EM)/radio frequency (RF) emissions may be detected and corresponding EM personas may be created. One or more EM personas may be associated with a super persona corresponding to a particular entity. EM personas, super personas, and/or supplemental identifying information can be used to enforce security protocols.
摘要翻译： 可以检测到电磁（EM）/射频（RF）发射，并且可以创建相应的EM人物角色。 一个或多个EM角色可以与对应于特定实体的超级角色相关联。 EM角色，超级人物角色和/或补充标识信息可用于实施安全协议。
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6.发明授权公开(公告)号：US09880256B2
公开(公告)日：2018-01-30
申请号：US14929212
申请日：2015-10-30
IPC分类号： G01S3/02 , G01S5/02 , G06K9/00 , G06T7/20 , H04N5/265 , G06T7/60 , G06K9/52 , G06F17/30 , H04L29/06 , H04W4/00 , H04W12/10 , H04B1/18 , H04W4/02 , H04W12/08 , H04B17/10 , H04B17/391 , H04W24/08 , H04W12/12 , H04W84/18 , G08B13/00
CPC分类号： G01S5/0263 , G01S5/02 , G01S5/0242 , G06F17/30598 , G06F17/30864 , G06K9/00718 , G06K9/00744 , G06K9/00771 , G06K9/52 , G06K2209/27 , G06T7/20 , G06T7/60 , G08B13/00 , H04B1/18 , H04B17/10 , H04B17/391 , H04K3/22 , H04K2203/18 , H04L63/1416 , H04L63/1425 , H04L63/302 , H04N5/265 , H04W4/021 , H04W4/70 , H04W12/08 , H04W12/10 , H04W12/12 , H04W24/08 , H04W84/18
摘要： Systems and methods can support coprocessing radio signals and video to identify and locate a radio transmitter. Positions and orientations for cameras and RF sensors may be maintained. An RF signature associated with the radio transmitter may be received from the RF sensors to determine an RF persona. A first physical location for the radio transmitter may be estimated according to a physical radio propagation model operating on RF signals. A video stream from one or more of the cameras may be received. An individual may be identified in the video stream using computer vision techniques. A second physical location for the radio transmitter may be estimated from the video stream. Relationships may be established between the first physical location and the second physical location and between the RF persona and the identified individual. The relationships may be presented to an operator interface.
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公开(公告)号：US09635044B2
公开(公告)日：2017-04-25
申请号：US14610612
申请日：2015-01-30
IPC分类号： G05B19/00 , G05B23/00 , G06F7/00 , G06F7/04 , G06K19/00 , H04L29/06 , H04W4/22 , H04W4/02 , G07C9/00 , H04B17/391 , H04W12/06 , H04W12/08 , H04B17/318
CPC分类号： H04L63/1425 , G07C9/00031 , G07C9/00103 , G07C9/00111 , G07C2209/61 , G07C2209/63 , H04B17/318 , H04B17/391 , H04L63/0853 , H04L63/20 , H04L63/302 , H04W4/027 , H04W4/90 , H04W12/06 , H04W12/08 , H04W12/12
摘要： Electromagnetic (EM)/radio frequency (RF) emissions may be detected and corresponding EM personas may be created. One or more EM personas may be associated with a super persona corresponding to a particular entity. EM personas, super personas, and/or supplemental identifying information can be used to enforce security protocols.
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8.发明申请公开(公告)号：US20160127392A1
公开(公告)日：2016-05-05
申请号：US14692838
申请日：2015-04-22
CPC分类号： G01S5/0263 , G01S5/02 , G01S5/0242 , G06F17/30598 , G06F17/30864 , G06K9/00718 , G06K9/00744 , G06K9/00771 , G06K9/52 , G06K2209/27 , G06T7/20 , G06T7/60 , G08B13/00 , H04B1/18 , H04B17/10 , H04B17/391 , H04K3/22 , H04K2203/18 , H04L63/1416 , H04L63/1425 , H04L63/302 , H04N5/265 , H04W4/021 , H04W4/70 , H04W12/08 , H04W12/10 , H04W12/12 , H04W24/08 , H04W84/18
摘要： Systems and methods can support detecting and identifying threats associated with wireless devices. A radio receiver can collect radio frequency signals from one or more sensor antennas positioned within an electromagnetic environment. The receiver can generate data samples representing at least a portion of the radio frequency signals. Feature vectors can be generated comprising at least a portion of the data samples and attribute information. The attribute information can describe one or more features of a communicated signal within the radio frequency signals. Content of the feature vectors may be compared against signatures of known signals to identify radio frequency signals associated with a wireless attack. Content of the feature vectors may be compared against templates of known attacks to classify the identified wireless attacks. Threat information associated with the wireless attacks may be presented to one or more operator interfaces.
摘要翻译： 系统和方法可以支持检测和识别与无线设备相关的威胁。 无线电接收机可以从位于电磁环境内的一个或多个传感器天线收集射频信号。 接收机可以生成表示至少一部分射频信号的数据样本。 可以生成包括数据样本的至少一部分和属性信息的特征向量。 属性信息可以描述射频信号内所传送信号的一个或多个特征。 可以将特征向量的内容与已知信号的签名进行比较，以识别与无线攻击相关联的射频信号。 可以将特征向量的内容与已知攻击的模板进行比较，以对所识别的无线攻击进行分类。 与无线攻击相关联的威胁信息可以呈现给一个或多个操作员接口。
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9.发明申请Diverse Radio Frequency Signature, Video, and Image Sensing for Detection and Localization 审中-公开用于检测和定位的多种射频签名，视频和图像传感公开(公告)号：US20160124071A1
公开(公告)日：2016-05-05
申请号：US14929212
申请日：2015-10-30
CPC分类号： G01S5/0263 , G01S5/02 , G01S5/0242 , G06F17/30598 , G06F17/30864 , G06K9/00718 , G06K9/00744 , G06K9/00771 , G06K9/52 , G06K2209/27 , G06T7/20 , G06T7/60 , G08B13/00 , H04B1/18 , H04B17/10 , H04B17/391 , H04K3/22 , H04K2203/18 , H04L63/1416 , H04L63/1425 , H04L63/302 , H04N5/265 , H04W4/021 , H04W4/70 , H04W12/08 , H04W12/10 , H04W12/12 , H04W24/08 , H04W84/18
摘要： Systems and methods can support coprocessing radio signals and video to identify and locate a radio transmitter. Positions and orientations for cameras and RF sensors may be maintained. An RF signature associated with the radio transmitter may be received from the RF sensors to determine an RF persona. A first physical location for the radio transmitter may be estimated according to a physical radio propagation model operating on RF signals. A video stream from one or more of the cameras may be received. An individual may be identified in the video stream using computer vision techniques. A second physical location for the radio transmitter may be estimated from the video stream. Relationships may be established between the first physical location and the second physical location and between the RF persona and the identified individual. The relationships may be presented to an operator interface.
摘要翻译： 系统和方法可以支持协处理无线电信号和视频以识别和定位无线电发射机。 照相机和射频传感器的位置和方位可以保持。 可以从RF传感器接收与无线电发射机相关联的RF签名以确定RF角色。 可以根据在RF信号上操作的物理无线电传播模型来估计无线电发射机的第一物理位置。 可以接收来自一个或多个摄像机的视频流。 可以使用计算机视觉技术在视频流中识别个体。 可以从视频流估计用于无线电发射机的第二物理位置。 可以在第一物理位置和第二物理位置之间以及RF人物与所识别的个体之间建立关系。 关系可以呈现给操作者界面。
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公开(公告)号：US20150348341A1
公开(公告)日：2015-12-03
申请号：US14610651
申请日：2015-01-30
IPC分类号： G07C9/00 , H04B17/391
CPC分类号： H04L63/1425 , G07C9/00031 , G07C9/00103 , G07C9/00111 , G07C2209/61 , G07C2209/63 , H04B17/318 , H04B17/391 , H04L63/0853 , H04L63/20 , H04L63/302 , H04W4/027 , H04W4/90 , H04W12/06 , H04W12/08 , H04W12/12
摘要： Electromagnetic (EM)/radio frequency (RF) emissions may be detected and corresponding EM personas may be created. One or more EM personas may be associated with a super persona corresponding to a particular entity. EM personas, super personas, and/or supplemental identifying information can be used to enforce security protocols.
摘要翻译： 可以检测到电磁（EM）/射频（RF）发射，并且可以创建相应的EM人物角色。 一个或多个EM角色可以与对应于特定实体的超级角色相关联。 EM角色，超级人物角色和/或补充标识信息可用于实施安全协议。
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