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veracodeVeracode Vulnerability DatabaseVERACODE:47546
HistoryJun 14, 2024 - 6:27 a.m.

Deserialization Of Untrusted Data

2024-06-1406:27:48
Veracode Vulnerability Database
sca.analysiscenter.veracode.com
vulnerability
mlflow
improper handling
serialized data
code execution

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

7.3 High

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%

mlflow is vulnerable to Deserialization of Untrusted Data. The vulnerability is caused due to improper handling of serialized data in the _load_pyfunc function within mlflow/pyfunc/model.py. This flaw allows an attacker to inject a malicious pickle object into a PyFunc model file, which results in arbitrary code execution.

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

7.3 High

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%