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veracodeVeracode Vulnerability DatabaseVERACODE:44303
HistoryNov 17, 2023 - 8:05 a.m.

Authentication Bypass

2023-11-1708:05:42
Veracode Vulnerability Database
sca.analysiscenter.veracode.com
5
mlflow
authentication bypass
vulnerability
unauthorized access} .

9.8 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

HIGH

Availability Impact

HIGH

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

7.1 High

AI Score

Confidence

High

0.001 Low

EPSS

Percentile

43.5%

mlflow is vulnerable to Authentication Bypass. The vulnerability is due to a bypass in both the mlflow server and mlflow UI around MLFlow’s implementation of basic authentication. This flaw allows an unauthenticated malicious user to create a user/credential set using the 2.0 REST API. Consequently, an attacker can exploit this vulnerability to log into MLFlow as a legitimate user, providing unauthorized access to models, experiments, and artifacts within the system.

CPENameOperatorVersion
mlflowle2.8.1
mlflowle2.8.1

9.8 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

HIGH

Availability Impact

HIGH

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

7.1 High

AI Score

Confidence

High

0.001 Low

EPSS

Percentile

43.5%

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