Vulnerability from csaf_opensuse
Published
2024-06-15 00:00
Modified
2024-06-15 00:00
Summary
python310-scikit-learn-1.5.0-1.1 on GA media

Notes

Title of the patch
python310-scikit-learn-1.5.0-1.1 on GA media
Description of the patch
These are all security issues fixed in the python310-scikit-learn-1.5.0-1.1 package on the GA media of openSUSE Tumbleweed.
Patchnames
openSUSE-Tumbleweed-2024-14043
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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      {
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               text: "https://www.suse.com/security/cve/CVE-2024-5206",
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         notes: [
            {
               category: "general",
               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.",
               title: "CVE description",
            },
         ],
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               "openSUSE Tumbleweed:python312-scikit-learn-1.5.0-1.1.x86_64",
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            {
               category: "external",
               summary: "CVE-2024-5206",
               url: "https://www.suse.com/security/cve/CVE-2024-5206",
            },
            {
               category: "external",
               summary: "SUSE Bug 1226185 for CVE-2024-5206",
               url: "https://bugzilla.suse.com/1226185",
            },
         ],
         remediations: [
            {
               category: "vendor_fix",
               details: "To install this SUSE Security Update use the SUSE recommended installation methods like YaST online_update or \"zypper patch\".\n",
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         ],
         scores: [
            {
               cvss_v3: {
                  baseScore: 5.5,
                  baseSeverity: "MEDIUM",
                  vectorString: "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
                  version: "3.1",
               },
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                  "openSUSE Tumbleweed:python312-scikit-learn-1.5.0-1.1.x86_64",
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         ],
         threats: [
            {
               category: "impact",
               date: "2024-06-15T00:00:00Z",
               details: "moderate",
            },
         ],
         title: "CVE-2024-5206",
      },
   ],
}


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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.
  • Exploited: This vulnerability was exploited and seen by the user reporting the sighting.
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