DETERMINING APPLICATION REPUTATION BASED ON DEVIATIONS IN SECURITY RATING SCORES

Patent №

US 9,894,045

Granted

2018-02-13

Filed 2015

Owner

SYMANTEC CORPORATION

Lab

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14968453

The present disclosure relates to detecting security risks from application packages signed using a key based on differences detected between application packages. An example method generally includes calculating a difference score for a first application package signed using the key. The difference score may be based on differences detected between content of the first application package and content of one or more second application packages signed using the key. A computing system calculates an average difference score from the individual difference scores. Upon determining that the difference score for a specific application package of the second application packages exceeds the average difference score by a threshold amount, the computing system sets a reputation associated with the specific application package to an unknown reputation and generates an alert indicating that the specific application package is a potential security risk.

Knowledge representationPlanningEvolutionary computationAI hardwareG06F 21/57H04L 63/061G06F 21/51G06F 21/554G06F 21/577H04L 9/3247H04L 63/126H04L 63/1408+2 more

AI classification

AI hardware1.00
Evolutionary computation1.00
Knowledge representation1.00
Planning0.97
Vision0.11
Machine learning0.07
Natural language0.01
Speech0.00

Ownership

SYMANTEC CORPORATION

assignment · 373290123

Assignors

MAO, JUN

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

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