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veracodeVeracode Vulnerability DatabaseVERACODE:47549
HistoryJun 14, 2024 - 7:29 a.m.

Deserialization Of Untrusted Data

2024-06-1407:29:04
Veracode Vulnerability Database
sca.analysiscenter.veracode.com
1
mlflow
vulnerability
basecard.load() function
pickle deserialization
input validation

8.8 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

REQUIRED

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

HIGH

Availability Impact

HIGH

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

7.5 High

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%

mlflow is vulnerable to Deserialization of Untrusted Data. The vulnerability is due to a lack of proper input validation during the pickle deserialization process within the BaseCard.load() function in the recipes/cards/__init__.py file. This vulnerability allows an attacker to execute arbitrary code on the victim machine.

CPENameOperatorVersion
mlflowle2.14.0rc0
mlflowle2.14.0rc0

8.8 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

REQUIRED

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

HIGH

Availability Impact

HIGH

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

7.5 High

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%