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  The dataset comprises 15,836 vulnerabilities and **18,435 associated patches**. For training, we consider only those patches corresponding to vulnerabilities annotated with at least one CWE.
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- The vulnerabilities are sourced from:
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- - NVD CVE List — enriched with commit references
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- - GitHub Security Advisories (GHSA)
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- - GitLab advisories
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- - CSAF feeds from vendors including Red Hat, Cisco, and CISA
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  ### How to use with datasets
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  ```python
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  - cwe: List of CWE identifiers and names
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  ### Use Cases
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  The dataset supports a range of security-focused machine learning tasks:
 
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  The dataset comprises 15,836 vulnerabilities and **18,435 associated patches**. For training, we consider only those patches corresponding to vulnerabilities annotated with at least one CWE.
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  ### How to use with datasets
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  ```python
 
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  - cwe: List of CWE identifiers and names
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+ The vulnerabilities can be sourced from:
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+
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+ - NVD CVE List — enriched with commit references
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+
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+ - GitHub Security Advisories (GHSA)
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+
97
+ - GitLab advisories
98
+
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+ - CSAF feeds from vendors including Red Hat, Cisco, and CISA
100
+
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+
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  ### Use Cases
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  The dataset supports a range of security-focused machine learning tasks: