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veracodeVeracode Vulnerability DatabaseVERACODE:47482
HistoryJun 12, 2024 - 6:07 a.m.

Improper Access Control

2024-06-1206:07:25
Veracode Vulnerability Database
sca.analysiscenter.veracode.com
1
scikit-learn
improper access control
vulnerability
storage
tokens
stop_words_ attribute
sensitive information
passwords
keys
tfidfvectorizer

4.7 Medium

CVSS3

Attack Vector

LOCAL

Attack Complexity

HIGH

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

NONE

Availability Impact

NONE

CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:N/A:N

6.3 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%

scikit-learn is vulnerable to Improper Access Control. The vulnerability is due to the unexpected storage of all tokens in the stop_words_ attribute, which can leak sensitive information such as passwords or keys when using the TfidfVectorizer class.

CPENameOperatorVersion
scikit-learnle1.4.2
scikit-learnle1.4.2

4.7 Medium

CVSS3

Attack Vector

LOCAL

Attack Complexity

HIGH

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

NONE

Availability Impact

NONE

CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:N/A:N

6.3 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%