CVEDB API

Vulnerabilities

Vulnerable Software

Vulnerability Details CVE-2024-5206

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.

Exploit prediction scoring system (EPSS) score

EPSS Score 0.0

EPSS Ranking 7.5%

CVSS Severity

CVSS v3 Score 4.7

References

Products affected by CVE-2024-5206

Scikit-Learn » Scikit-Learn » Version: N/A

cpe:2.3:a:scikit-learn:scikit-learn:-
Scikit-Learn » Scikit-Learn » Version: 0.1

cpe:2.3:a:scikit-learn:scikit-learn:0.1
Scikit-Learn » Scikit-Learn » Version: 0.10

cpe:2.3:a:scikit-learn:scikit-learn:0.10
Scikit-Learn » Scikit-Learn » Version: 0.11

cpe:2.3:a:scikit-learn:scikit-learn:0.11
Scikit-Learn » Scikit-Learn » Version: 0.12

cpe:2.3:a:scikit-learn:scikit-learn:0.12
Scikit-Learn » Scikit-Learn » Version: 0.12.1

cpe:2.3:a:scikit-learn:scikit-learn:0.12.1
Scikit-Learn » Scikit-Learn » Version: 0.13

cpe:2.3:a:scikit-learn:scikit-learn:0.13
Scikit-Learn » Scikit-Learn » Version: 0.13.1

cpe:2.3:a:scikit-learn:scikit-learn:0.13.1
Scikit-Learn » Scikit-Learn » Version: 0.14

cpe:2.3:a:scikit-learn:scikit-learn:0.14
Scikit-Learn » Scikit-Learn » Version: 0.14.1

cpe:2.3:a:scikit-learn:scikit-learn:0.14.1
Scikit-Learn » Scikit-Learn » Version: 0.15.0

cpe:2.3:a:scikit-learn:scikit-learn:0.15.0
Scikit-Learn » Scikit-Learn » Version: 0.15.1

cpe:2.3:a:scikit-learn:scikit-learn:0.15.1
Scikit-Learn » Scikit-Learn » Version: 0.15.2

cpe:2.3:a:scikit-learn:scikit-learn:0.15.2
Scikit-Learn » Scikit-Learn » Version: 0.16.0

cpe:2.3:a:scikit-learn:scikit-learn:0.16.0
Scikit-Learn » Scikit-Learn » Version: 0.16.1

cpe:2.3:a:scikit-learn:scikit-learn:0.16.1
Scikit-Learn » Scikit-Learn » Version: 0.17

cpe:2.3:a:scikit-learn:scikit-learn:0.17
Scikit-Learn » Scikit-Learn » Version: 0.17.1

cpe:2.3:a:scikit-learn:scikit-learn:0.17.1
Scikit-Learn » Scikit-Learn » Version: 0.18

cpe:2.3:a:scikit-learn:scikit-learn:0.18
Scikit-Learn » Scikit-Learn » Version: 0.18.1

cpe:2.3:a:scikit-learn:scikit-learn:0.18.1
Scikit-Learn » Scikit-Learn » Version: 0.18.2

cpe:2.3:a:scikit-learn:scikit-learn:0.18.2
Scikit-Learn » Scikit-Learn » Version: 0.19

cpe:2.3:a:scikit-learn:scikit-learn:0.19
Scikit-Learn » Scikit-Learn » Version: 0.19.0

cpe:2.3:a:scikit-learn:scikit-learn:0.19.0
Scikit-Learn » Scikit-Learn » Version: 0.19.1

cpe:2.3:a:scikit-learn:scikit-learn:0.19.1
Scikit-Learn » Scikit-Learn » Version: 0.19.2

cpe:2.3:a:scikit-learn:scikit-learn:0.19.2
Scikit-Learn » Scikit-Learn » Version: 0.2

cpe:2.3:a:scikit-learn:scikit-learn:0.2
Scikit-Learn » Scikit-Learn » Version: 0.20

cpe:2.3:a:scikit-learn:scikit-learn:0.20
Scikit-Learn » Scikit-Learn » Version: 0.20.0

cpe:2.3:a:scikit-learn:scikit-learn:0.20.0
Scikit-Learn » Scikit-Learn » Version: 0.20.1

cpe:2.3:a:scikit-learn:scikit-learn:0.20.1
Scikit-Learn » Scikit-Learn » Version: 0.20.2

cpe:2.3:a:scikit-learn:scikit-learn:0.20.2
Scikit-Learn » Scikit-Learn » Version: 0.20.3

cpe:2.3:a:scikit-learn:scikit-learn:0.20.3
Scikit-Learn » Scikit-Learn » Version: 0.20.4

cpe:2.3:a:scikit-learn:scikit-learn:0.20.4
Scikit-Learn » Scikit-Learn » Version: 0.21

cpe:2.3:a:scikit-learn:scikit-learn:0.21
Scikit-Learn » Scikit-Learn » Version: 0.21.0

cpe:2.3:a:scikit-learn:scikit-learn:0.21.0
Scikit-Learn » Scikit-Learn » Version: 0.21.1

cpe:2.3:a:scikit-learn:scikit-learn:0.21.1
Scikit-Learn » Scikit-Learn » Version: 0.21.2

cpe:2.3:a:scikit-learn:scikit-learn:0.21.2
Scikit-Learn » Scikit-Learn » Version: 0.21.3

cpe:2.3:a:scikit-learn:scikit-learn:0.21.3
Scikit-Learn » Scikit-Learn » Version: 0.22

cpe:2.3:a:scikit-learn:scikit-learn:0.22
Scikit-Learn » Scikit-Learn » Version: 0.22.1

cpe:2.3:a:scikit-learn:scikit-learn:0.22.1
Scikit-Learn » Scikit-Learn » Version: 0.22.2

cpe:2.3:a:scikit-learn:scikit-learn:0.22.2
Scikit-Learn » Scikit-Learn » Version: 0.23.0

cpe:2.3:a:scikit-learn:scikit-learn:0.23.0
Scikit-Learn » Scikit-Learn » Version: 0.23.1

cpe:2.3:a:scikit-learn:scikit-learn:0.23.1
Scikit-Learn » Scikit-Learn » Version: 0.23.2

cpe:2.3:a:scikit-learn:scikit-learn:0.23.2
Scikit-Learn » Scikit-Learn » Version: 0.24.0

cpe:2.3:a:scikit-learn:scikit-learn:0.24.0
Scikit-Learn » Scikit-Learn » Version: 0.24.1

cpe:2.3:a:scikit-learn:scikit-learn:0.24.1
Scikit-Learn » Scikit-Learn » Version: 0.24.2

cpe:2.3:a:scikit-learn:scikit-learn:0.24.2
Scikit-Learn » Scikit-Learn » Version: 0.3

cpe:2.3:a:scikit-learn:scikit-learn:0.3
Scikit-Learn » Scikit-Learn » Version: 0.4

cpe:2.3:a:scikit-learn:scikit-learn:0.4
Scikit-Learn » Scikit-Learn » Version: 0.5

cpe:2.3:a:scikit-learn:scikit-learn:0.5
Scikit-Learn » Scikit-Learn » Version: 0.6.0

cpe:2.3:a:scikit-learn:scikit-learn:0.6.0
Scikit-Learn » Scikit-Learn » Version: 0.7

cpe:2.3:a:scikit-learn:scikit-learn:0.7
Scikit-Learn » Scikit-Learn » Version: 0.7.1

cpe:2.3:a:scikit-learn:scikit-learn:0.7.1
Scikit-Learn » Scikit-Learn » Version: 0.8

cpe:2.3:a:scikit-learn:scikit-learn:0.8
Scikit-Learn » Scikit-Learn » Version: 0.8.1

cpe:2.3:a:scikit-learn:scikit-learn:0.8.1
Scikit-Learn » Scikit-Learn » Version: 0.9

cpe:2.3:a:scikit-learn:scikit-learn:0.9
Scikit-Learn » Scikit-Learn » Version: 1.0

cpe:2.3:a:scikit-learn:scikit-learn:1.0
Scikit-Learn » Scikit-Learn » Version: 1.0.1

cpe:2.3:a:scikit-learn:scikit-learn:1.0.1
Scikit-Learn » Scikit-Learn » Version: 1.0.2

cpe:2.3:a:scikit-learn:scikit-learn:1.0.2
Scikit-Learn » Scikit-Learn » Version: 1.1.0

cpe:2.3:a:scikit-learn:scikit-learn:1.1.0
Scikit-Learn » Scikit-Learn » Version: 1.1.1

cpe:2.3:a:scikit-learn:scikit-learn:1.1.1
Scikit-Learn » Scikit-Learn » Version: 1.1.2

cpe:2.3:a:scikit-learn:scikit-learn:1.1.2
Scikit-Learn » Scikit-Learn » Version: 1.1.3

cpe:2.3:a:scikit-learn:scikit-learn:1.1.3
Scikit-Learn » Scikit-Learn » Version: 1.2.0

cpe:2.3:a:scikit-learn:scikit-learn:1.2.0
Scikit-Learn » Scikit-Learn » Version: 1.2.1

cpe:2.3:a:scikit-learn:scikit-learn:1.2.1
Scikit-Learn » Scikit-Learn » Version: 1.2.2

cpe:2.3:a:scikit-learn:scikit-learn:1.2.2
Scikit-Learn » Scikit-Learn » Version: 1.3.0

cpe:2.3:a:scikit-learn:scikit-learn:1.3.0
Scikit-Learn » Scikit-Learn » Version: 1.3.1

cpe:2.3:a:scikit-learn:scikit-learn:1.3.1
Scikit-Learn » Scikit-Learn » Version: 1.3.2

cpe:2.3:a:scikit-learn:scikit-learn:1.3.2
Scikit-Learn » Scikit-Learn » Version: 1.4.0

cpe:2.3:a:scikit-learn:scikit-learn:1.4.0
Scikit-Learn » Scikit-Learn » Version: 1.4.1

cpe:2.3:a:scikit-learn:scikit-learn:1.4.1
Scikit-Learn » Scikit-Learn » Version: 1.4.2

cpe:2.3:a:scikit-learn:scikit-learn:1.4.2

Vulnerabilities

Vulnerable Software

Vulnerability Details CVE-2024-5206

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