公开(公告)号：US20250097242A1

公开(公告)日：2025-03-20

申请号：US18468213

申请日：2023-09-15

Applicant: Avast Software s.r.o.

Inventor： Yue Zhao ,  Acar Tamersoy ,  Kevin Roundy ,  Daniel Kats ,  Michalis Pachilakis

IPC: H04L9/40

Abstract: A machine learning model is trained to classify data as malicious or benign, including receiving the machine learning model in a user device and training the machine learning model on the user device user-generated data that has been classified as known benign. A result of the training is sent to a remote server. Training samples on the user device may be classified automatically, such as classifying sent emails, instant messages, or other content generated by the user as benign.