Meta Platforms, Inc.

Facebook, Inc.

Muhammad Saif Farooqui

Emanuel Alexandre Strauss

Nicolas Scheffer

Michelle Ruby Hwang

Rehman Mehdi Muhammad

Joseph Rhyu

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.

Growing community of inventors

Singapore, Singapore

Muhammad Saif Farooqui