SPAMMY APP DETECTION SYSTEMS AND METHODS

Patent №

US 11,615,182

Granted

2023-03-28

Filed 2020

Owner

PROOFPOINT, INC.

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17035320

A spammy app detection system may search a database for any new social media application discovered during a recent time period. A spammy app detection algorithm can be executed on the spammy app detection system on an hourly basis to determine whether any of such applications is spammy (i.e., posting to a social media page anomalously). The spammy app detection algorithm has a plurality of stages. When a new social media application fails any of the stages, it is identified as a spammy app. The spammy app detection system can update the database accordingly, ban the spammy application from further posting to a social media page monitored by the spammy app detection system, notify an entity associated with the social media page, further process the spammy application, and so on. In this way, the spammy app detection system can reduce digital risk and spam attacks.

Machine learningKnowledge representationPlanningG06F 21/54G06F 21/554G06Q 10/40H04L 63/1408H04L 63/1425H04L 63/1466

AI classification

Planning0.99
Machine learning0.98
Knowledge representation0.85
Vision0.07
AI hardware0.07
Natural language0.02
Evolutionary computation0.00
Speech0.00

Ownership

PROOFPOINT, INC.

assignment · 541010029

Assignors

NGUYEN, HAROLD, MESDAQ, ALI, NADIR, DANIEL OSHIRO, DORIE, ANTHONY LAWRENCE

On an employer assignment, the assignors are typically the inventors.

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