SCALABLE SOURCE CODE VULNERABILITY REMEDIATION

In some examples, scalable source code vulnerability remediation may include receiving source code that includes at least one vulnerability, and receiving remediated code that remediates the at least one vulnerability associated with the source code. At least one machine learning model may be traine...

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Hauptverfasser: KAO, Bai Chien, LACROIX, Mário Lauande, LEE, Young Ki, BEN SALEM, Malek, RAJKUMAR KANNAN, Karthik
Format: Patent
Sprache:eng
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Zusammenfassung:In some examples, scalable source code vulnerability remediation may include receiving source code that includes at least one vulnerability, and receiving remediated code that remediates the at least one vulnerability associated with the source code. At least one machine learning model may be trained to analyze a vulnerable code snippet of the source code. The vulnerable code snippet may correspond to the at least one vulnerability associated with the source code. The machine learning model may be trained to generate, for the vulnerable code snippet, a remediated code snippet to remediate the at least one vulnerability associated with the source code. The remediated code snippet may be validated based on an analysis of whether the remediated code snippet remediates the at least one vulnerability associated with the source code.