VULNERABILITY ANALYSIS USING CONTEXTUAL EMBEDDINGS

A method, a computer system, and a computer program product for vulnerability analysis using contextual embeddings is provided. Embodiments of the present invention may include collecting labeled code snippets. Embodiments of the present invention may include preparing the labeled code snippets. Emb...

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Bibliographische Detailangaben
Hauptverfasser:	Morari, Alessandro, Buratti, Luca, Laredo, Jim Alain, Rossiello, Gaetano, Gliozzo, Alfio Massimiliano, Pujar, Saurabh
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING HANDLING RECORD CARRIERS PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS
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Beschreibung
Zusammenfassung:	A method, a computer system, and a computer program product for vulnerability analysis using contextual embeddings is provided. Embodiments of the present invention may include collecting labeled code snippets. Embodiments of the present invention may include preparing the labeled code snippets. Embodiments of the present invention may include tokenizing the labeled code snippets. Embodiments of the present invention may include fine-tuning a model. Embodiments of the present invention may include collecting unlabeled code snippets. Embodiments of the present invention may include predicting a vulnerability of the unlabeled code snippets using the model.