Method and Product for Providing a Predictive Security Product and Evaluating Existing Security Products

Patent №

US 9,521,156

Granted

2016-12-13

Filed 2014

Owner

CYACTIVE SECURITY LTD.

+1 more

Lab

AI components

5

ml · vision · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14404457

A method, product and computer program product for effecting an Evolutionary Process on malware, the method including the steps of: (a) receiving a malware specimen; (b) generating variants of the malware specimen; (c) evaluating the variants and awarding each the variant a Fitness Score; (d) selecting the variants having at least a predefined the Fitness Score; and (e) using the selected variants as the malware specimens in step (a) from which to generate a new generation of the variants.

Machine learningVisionKnowledge representationPlanningEvolutionary computationH04L 63/1416G06F 21/564G06F 21/567H04L 63/1425H04L 63/1441G06F 2221/033G06F 2221/2145

AI classification

Evolutionary computation1.00
Knowledge representation0.97
Planning0.96
Machine learning0.77
Vision0.63
AI hardware0.39
Natural language0.10
Speech0.00

Ownership

CYACTIVE SECURITY LTD.

assignment · 342740926

PAYPAL,INC

assignment · 363130745

Assignors

BOUTNARU, SHLOMI, TANCMAN, LIRAN, MARKZON, MICHAEL

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

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