Contextual embeddings for improving static analyzer output

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United States of America Patent

PATENT NO 11765193
SERIAL NO

17138408

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Abstract

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In a computer-implemented method for improving a static analyzer output, a processor receives a labeled data set with labeled true vulnerabilities and labeled false vulnerabilities. A processor receives pretrained contextual embeddings from a contextual embeddings model. A processor maps the true vulnerabilities and the false vulnerabilities to the pretrained contextual embeddings model. A processor generates a fine-tuned model with classifications for true vulnerabilities.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bornea, Mihaela Ancuta White Plains, US 18 247
Buratti, Luca White Plains, US 3 3
Laredo, Jim Alain Katonah, US 15 122
McCarley, Jeffrey Scott Bedford Hills, US 8 312
Morari, Alessandro New York, US 18 20
Pujar, Saurabh White Plains, US 4 5
Zheng, Yunhui Chappaqua, US 17 139

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