SYSTEMS AND METHODS FOR EVALUATING INFECTION RISKS BASED ON PROFILED USER BEHAVIORS
Patent №
US 10,116,680
Granted
2018-10-30
Filed 2016
Owner
SYMANTEC CORPORATION
Lab
—
AI components
4
ml · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
15188956
The disclosed computer-implemented method for evaluating infection risks based on profiled user behaviors may include (1) collecting user-behavior profiles that may include labeled profiles (e.g., infected profiles and/or clean profiles) and/or unlabeled profiles, (2) training a classification model to distinguish infected profiles from clean profiles using features and labels of the user-behavior profiles, and (3) using the classification model to predict (a) a likelihood that a computing system of a user will become infected based on a profile of user behaviors of the user and/or (b) a likelihood that a user behavior in the user-behavior profiles will result in a computing-system infection. Various other methods, systems, and computer-readable media are also disclosed.
AI classification
Ownership
SYMANTEC CORPORATION
assignment · 389780474
Assignors
HAN, YUFEI, YUMER, LEYLYA, VERVIER, PIERRE-ANTOINE, DELL'AMICO, MATTEO
On an employer assignment, the assignors are typically the inventors.