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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Hauptverfasser: Morari, Alessandro, Buratti, Luca, Laredo, Jim Alain, Rossiello, Gaetano, Gliozzo, Alfio Massimiliano, Pujar, Saurabh
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creator Morari, Alessandro
Buratti, Luca
Laredo, Jim Alain
Rossiello, Gaetano
Gliozzo, Alfio Massimiliano
Pujar, Saurabh
description 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.
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
title VULNERABILITY ANALYSIS USING CONTEXTUAL EMBEDDINGS
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