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Automated Vulnerability Detection Using Deep Learning Technique

Automated Vulnerability Detection Using Deep Learning Technique

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3122342961

Automated Vulnerability Detection Using Deep Learning Technique

About this item

Full title

Automated Vulnerability Detection Using Deep Learning Technique

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-10

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Our work explores the utilization of deep learning, specifically leveraging the CodeBERT model, to enhance code security testing for Python applications by detecting SQL injection vulnerabilities. Unlike traditional security testing methods that may be slow and error-prone, our approach transforms source code into vector representations and trains...

Alternative Titles

Full title

Automated Vulnerability Detection Using Deep Learning Technique

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_3122342961

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3122342961

Other Identifiers

E-ISSN

2331-8422

How to access this item