DETECTING SECRETS IN SOURCECODE

A method for facilitating identification of secrets in source code by using machine learning is provided. The method includes retrieving a plurality of files from a repository, each of the plurality of files including a source code file; parsing the source code file to identify a training feature; a...

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Bibliographische Detailangaben
Hauptverfasser:	HALL, Stephen, ADEBAYO, Solomon Olaniyi, FAINBERG, Joachim, MORIARTY, Bill, SAPHAL, Rohan, KEITH, Robert Falconer, OTTER, Rob, EMAMI, Ahmad, PAPADOPOULOS, Georgios, SILAVONG, Fanny, MORAN, Sean, GEORGIADIS, Antonios, TIWARI, Ashish
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
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Beschreibung
Zusammenfassung:	A method for facilitating identification of secrets in source code by using machine learning is provided. The method includes retrieving a plurality of files from a repository, each of the plurality of files including a source code file; parsing the source code file to identify a training feature; associating a predetermined label with the training feature, the predetermined label corresponding to a secret label and a non-secret label; training a model by using the training feature and the corresponding predetermined label; receiving, via a graphical user interface, a test file, the test file including a set of source codes; parsing the set of source codes to identify a feature; and determining, by using the model, a first characteristic of the feature.