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veracodeVeracode Vulnerability DatabaseVERACODE:47455
HistoryJun 11, 2024 - 5:48 a.m.

Undefined Behavior

2024-06-1105:48:35
Veracode Vulnerability Database
sca.analysiscenter.veracode.com
mlflow
vulnerability
model name validation
dos
data model poisoning

5.4 Medium

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

LOW

Availability Impact

LOW

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

6.7 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%

mlflow is vulnerable to Undefined Behavior. The vulnerability is due to inadequate validation of model names, which allows an attacker to create multiple models with the same name, leading to potential Denial of Service (DoS) and data model poisoning.

CPENameOperatorVersion
mlflowle2.11.2
mlflowle2.11.2

5.4 Medium

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

LOW

Availability Impact

LOW

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

6.7 Medium

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%