Vulnerability from csaf_suse
Published
2024-06-13 15:13
Modified
2024-06-13 15:13
Summary
Security update for python-scikit-learn

Notes

Title of the patch
Security update for python-scikit-learn
Description of the patch
This update for python-scikit-learn fixes the following issues: -CVE-2024-5206: Fixed a possible sensitive data leak in TfidfVectorizer. (bsc#1226185)
Patchnames
SUSE-2024-2029,SUSE-SLE-Module-Packagehub-Subpackages-15-SP5-2024-2029,SUSE-SLE-Module-Packagehub-Subpackages-15-SP6-2024-2029,openSUSE-SLE-15.5-2024-2029,openSUSE-SLE-15.6-2024-2029
Terms of use
CSAF 2.0 data is provided by SUSE under the Creative Commons License 4.0 with Attribution (CC-BY-4.0).


To clipboard 

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               text: "A sensitive data leakage vulnerability was identified in scikit-learn's TfidfVectorizer, specifically in versions up to and including 1.4.1.post1, which was fixed in version 1.5.0. The vulnerability arises from the unexpected storage of all tokens present in the training data within the `stop_words_` attribute, rather than only storing the subset of tokens required for the TF-IDF technique to function. This behavior leads to the potential leakage of sensitive information, as the `stop_words_` attribute could contain tokens that were meant to be discarded and not stored, such as passwords or keys. The impact of this vulnerability varies based on the nature of the data being processed by the vectorizer.",
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         ],
         threats: [
            {
               category: "impact",
               date: "2024-06-13T15:13:20Z",
               details: "moderate",
            },
         ],
         title: "CVE-2024-5206",
      },
   ],
}


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UUIDv4 of the Vulnerability-Lookup instance
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The identifier of the vulnerability (CVE ID, GHSA-ID, PYSEC ID, etc.).



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Nomenclature

  • Seen: The vulnerability was mentioned, discussed, or seen somewhere by the user.
  • Confirmed: The vulnerability is confirmed from an analyst perspective.
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  • Patched: This vulnerability was successfully patched by the user reporting the sighting.
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  • Not confirmed: The user expresses doubt about the veracity of the vulnerability.
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