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公开(公告)号：US11283743B1
公开(公告)日：2022-03-22
申请号：US16519685
申请日：2019-07-23
Applicant: Facebook, Inc.
Inventor： Emanuel Alexandre Strauss , Muhammad Saif Farooqui , Rehman Mehdi Muhammad , Michelle Ruby Hwang , Nicolas Scheffer
Abstract: Techniques for scam detection and prevention are described. In one embodiment, an apparatus may comprise an interaction processing component operative to generate a scam message example repository; submit the scam message example repository to a natural-language machine learning component; and receive a scam message model from the natural-language machine learning component in response to submitting the scam message example repository; an interaction monitoring component operative to monitor a plurality of messaging interactions with a messaging system based on the scam message model; and determine a suspected scam messaging interaction of the plurality of messaging interactions; and a scam action component operative to perform a suspected scam messaging action with the messaging system in response to determining the suspected scam messaging interaction. Other embodiments are described and claimed.
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公开(公告)号：US20190014064A1
公开(公告)日：2019-01-10
申请号：US15642579
申请日：2017-07-06
Applicant: Facebook, Inc.
Inventor： Emanuel Alexandre Strauss , Muhammad Saif Farooqui , Rehman Mehdi Muhammad , Michelle Ruby Hwang , Nicolas Scheffer , Joseph Rhyu
CPC classification number: H04L51/12 , G06N3/0445 , G06N3/0454 , G06N20/00 , G06N99/005 , H04L29/08072 , H04L51/32 , H04L63/1408 , H04L63/1441
Abstract: Techniques for scam detection and prevention are described. In one embodiment, an apparatus may comprise an interaction processing component operative to generate a scam message example repository; submit the scam message example repository to a natural-language machine learning component; and receive a scam message model from the natural-language machine learning component in response to submitting the scam message example repository; an interaction monitoring component operative to monitor a plurality of messaging interactions with a messaging system based on the scam message model; and determine a suspected scam messaging interaction of the plurality of messaging interactions; and a scam action component operative to perform a suspected scam messaging action with the messaging system in response to determining the suspected scam messaging interaction. Other embodiments are described and claimed.
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公开(公告)号：US10412032B2
公开(公告)日：2019-09-10
申请号：US15642579
申请日：2017-07-06
Applicant: Facebook, Inc.
Inventor： Emanuel Alexandre Strauss , Muhammad Saif Farooqui , Rehman Mehdi Muhammad , Michelle Ruby Hwang , Nicolas Scheffer , Joseph Rhyu
Abstract: Techniques for scam detection and prevention are described. In one embodiment, an apparatus may comprise an interaction processing component operative to generate a scam message example repository; submit the scam message example repository to a natural-language machine learning component; and receive a scam message model from the natural-language machine learning component in response to submitting the scam message example repository; an interaction monitoring component operative to monitor a plurality of messaging interactions with a messaging system based on the scam message model; and determine a suspected scam messaging interaction of the plurality of messaging interactions; and a scam action component operative to perform a suspected scam messaging action with the messaging system in response to determining the suspected scam messaging interaction. Other embodiments are described and claimed.
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