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

Machine learning1.00
Planning0.99
Knowledge representation0.88
AI hardware0.68
Vision0.03
Natural language0.03
Evolutionary computation0.00
Speech0.00

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.

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