CODE REPOSITORY INTRUSION DETECTION

Patent №

US 9,836,617

Granted

2017-12-05

Filed 2016

Owner

DEJA VU SECURITY, LLC

+1 more

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15077877

The disclosed subject matter provides for code repository intrusion detection. A code developer profile can be generated based on characteristic features present in code composed by the developer. Characteristic features can be related to the coding propensities peculiar to individual developers and, over sufficient numbers of characteristic features, can be considered pseudo-signatures. A target code set is analyzed in view of one or more developer profiles to generate a validation score related to a likelihood of a particular developer composing a portion of the target code set. This can serve to confirm or refute a claim of authorship, or can serve to identify likely author candidates from a set of developers. Where the target code set authorship is determined to be sufficiently suspect, the code set can be subjected to further scrutiny to thwart intrusion into the code repository.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 21/6218G06F 8/70G06F 8/71G06F 8/73G06F 21/55G06F 21/552G06F 21/554G06F 21/563+2 more

AI classification

Planning1.00
AI hardware1.00
Knowledge representation1.00
Natural language0.95
Machine learning0.77
Vision0.01
Evolutionary computation0.00
Speech0.00

Ownership

DEJA VU SECURITY, LLC

assignment · 380730706

ACCENTURE GLOBAL SOLUTIONS LIMITED

assignment · 509970429

Assignors

CECCHETTI, ADAM, EDDINGTON, MICHAEL

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

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