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gentooGentoo FoundationGLSA-202301-03
HistoryJan 11, 2023 - 12:00 a.m.

scikit-learn: Denial of Service

2023-01-1100:00:00
Gentoo Foundation
security.gentoo.org
7
scikit-learn python machine learning attack null pointer resolution upgrade craft model.

5 Medium

CVSS2

Attack Vector

NETWORK

Attack Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:N/AC:L/Au:N/C:N/I:N/A:P

7.5 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

0.002 Low

EPSS

Percentile

59.2%

Background

scikit-learn is a machine learning library for Python.

Description

When supplied with a crafted model SVM, predict() can result in a null pointer dereference.

Impact

An attcker capable of providing a crafted model to scikit-learn can result in denial of service.

Workaround

There is no known workaround at this time.

Resolution

All scikit-learn users should upgrade to the latest version:

 # emerge --sync
 # emerge --ask --oneshot --verbose ">=sci-libs/scikit-learn-1.1.1"
OSVersionArchitecturePackageVersionFilename
Gentooanyallsci-libs/scikit-learn< 1.1.1UNKNOWN

5 Medium

CVSS2

Attack Vector

NETWORK

Attack Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:N/AC:L/Au:N/C:N/I:N/A:P

7.5 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

0.002 Low

EPSS

Percentile

59.2%