MOBILE ATTRIBUTE TIME-SERIES PROFILING ANALYTICS
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United States of America Patent
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Issued Date -
Jan 12, 2017
app pub date -
Jul 10, 2015
filing date -
Jul 10, 2015
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Abstract
The subject matter disclosed herein provides methods, apparatus, systems, techniques, and articles for determining the likelihood that a transaction is abnormal. Time-series data associated with active and passive operations of a mobile device and out of band data associated with the user of the mobile device can be collected. The collected data can be processed to generate a set of mobile attribute data that define a behavior of one or more of the user and the mobile device. A profile containing profile variables for selected attributes from the set of mobile attribute data can be generated. The profile can summarize past usage of the user or the mobile device. A set of one or more transactions associated with the mobile device can be monitored. A first score representing a degree to which the transaction is abnormal can be generated. Related apparatus, systems, techniques, and articles are also described.
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