Dynamic Reputation Indicator For Optimizing Computer Security Operations

Patent №

US 10,237,293

Granted

2019-03-19

Filed 2016

Owner

BITDEFENDER IPR MANAGEMENT LTD.

Lab

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15336387

Described systems and methods allow protecting a computer system from malware such as viruses, worms, and spyware. A reputation manager executes on the computer system concurrently with an anti-malware engine. The reputation manager associates a dynamic reputation indicator to each executable entity seen as a unique combination of individual components (e.g., a main executable and a set of loaded libraries). The reputation indicator indicates a probability that the respective entity is malicious. The reputation of benign entities may increase in time. When an entity performs certain actions which may be indicative of malicious activity, the reputation of the respective entity may drop. The anti-malware engine uses an entity-specific protocol to scan and/or monitor each target entity for malice, the protocol varying according to the entity's reputation. Entities trusted to be non-malicious may be analyzed using a more relaxed protocol than unknown or untrusted entities.

Machine learningNatural languageKnowledge representationAI hardwareH04L 63/1425G06F 21/56H04L 63/1408H04L 63/145H04L 63/20

AI classification

AI hardware0.98
Knowledge representation0.94
Machine learning0.80
Natural language0.56
Planning0.48
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

BITDEFENDER IPR MANAGEMENT LTD.

assignment · 403110988

Assignors

HAJMASAN, GHEORGHE F, MONDOC, ALEXANDRA, PORTASE, RADU M

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

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