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Systems and methods for detecting email manipulation using machine learning

Grant US12586068B2 Kind: B2 Mar 24, 2026

Assignee

Walmart Apollo, LLC

Inventors

Weifeng Wang, Jingru Zhou, Wen Zhang, Uday B. Akella, Kazuo Matsumoto, Hui-Min Chen

Abstract

Systems and methods for detecting email manipulation using machine learning are disclosed. In some embodiments, a disclosed method includes: receiving, from a computing device, an email assessment request regarding an email address associated with a user; generating feature data based on the email address; computing, using at least one machine learning model, manipulation indication data of the email address based on the feature data; and transmitting, in response to the email assessment request, the manipulation indication data of the email address to the computing device.

CPC Classifications

G06Q 20/40 G06Q 10/107 G06F 40/211

Filing Date

2024-01-31

Application No.

18428270

Claims

20