一、漏洞信息
漏洞编号:CVE-2024-5206
漏洞归属组件:scikit-learn
漏洞归属的版本:0.23.1,>= 0.14,>= 0.23.1
CVSS V3.0分值:
BaseScore:4.7 Medium
Vector:CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:N/A:N
漏洞简述:
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.
漏洞公开时间:2024-06-07 03:16:06
漏洞创建时间:2024-10-17 15:02:45
漏洞详情参考链接:
https://nvd.nist.gov/vuln/detail/CVE-2024-5206
漏洞分析指导链接:
https://gitee.com/mindspore/community/blob/master/security/cve_issue_template.md
漏洞数据来源:
其它
漏洞补丁信息:
二、漏洞分析结构反馈
影响性分析说明:
MindSpore评分:
受影响版本排查(受影响/不受影响):
1.master:
2.v1.8.0:
3.v1.9.0:
4.v2.0.0:
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