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Vulnerability Details :

CVE-2024-37056

Summary
Assigner-HiddenLayer
Assigner Org ID-6f8de1f0-f67e-45a6-b68f-98777fdb759c
Published At-04 Jun, 2024 | 12:01
Updated At-02 Aug, 2024 | 03:43
Rejected At-
Credits

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.23.0 or newer, enabling a maliciously uploaded LightGBM scikit-learn model to run arbitrary code on an end user’s system when interacted with.

Vendors
-
Not available
Products
-
Metrics (CVSS)
VersionBase scoreBase severityVector
Weaknesses
Attack Patterns
Solution/Workaround
References
HyperlinkResource Type
EPSS History
Score
Latest Score
-
N/A
No data available for selected date range
Percentile
Latest Percentile
-
N/A
No data available for selected date range
Stakeholder-Specific Vulnerability Categorization (SSVC)
▼Common Vulnerabilities and Exposures (CVE)
cve.org
Assigner:HiddenLayer
Assigner Org ID:6f8de1f0-f67e-45a6-b68f-98777fdb759c
Published At:04 Jun, 2024 | 12:01
Updated At:02 Aug, 2024 | 03:43
Rejected At:
▼CVE Numbering Authority (CNA)

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.23.0 or newer, enabling a maliciously uploaded LightGBM scikit-learn model to run arbitrary code on an end user’s system when interacted with.

Affected Products
Vendor
MLflow
Product
MLflow
Package Name
mlflow
Repo
https://github.com/mlflow/mlflow
Default Status
unaffected
Versions
Affected
  • From 1.23.0 through * (semver)
Problem Types
TypeCWE IDDescription
CWECWE-502CWE-502 Deserialization of Untrusted Data
Type: CWE
CWE ID: CWE-502
Description: CWE-502 Deserialization of Untrusted Data
Metrics
VersionBase scoreBase severityVector
3.18.8HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Version: 3.1
Base score: 8.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Metrics Other Info
Impacts
CAPEC IDDescription
CAPEC-586CAPEC-586 Object Injection
CAPEC ID: CAPEC-586
Description: CAPEC-586 Object Injection
Solutions
Configurations
Workarounds
Exploits
Credits
Timeline
EventDate
Replaced By
Rejected Reason
References
HyperlinkResource
https://hiddenlayer.com/sai-security-advisory/mlflow-june2024
N/A
Hyperlink: https://hiddenlayer.com/sai-security-advisory/mlflow-june2024
Resource: N/A
▼Authorized Data Publishers (ADP)
1. CISA ADP Vulnrichment
Affected Products
Vendor
lfprojects
Product
mlflow
CPEs
  • cpe:2.3:a:lfprojects:mlflow:1.23.0:*:*:*:*:*:*:*
Default Status
unknown
Versions
Affected
  • From 1.23.0 before * (custom)
Metrics
VersionBase scoreBase severityVector
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions
Configurations
Workarounds
Exploits
Credits
Timeline
EventDate
Replaced By
Rejected Reason
References
HyperlinkResource
2. CVE Program Container
Affected Products
Metrics
VersionBase scoreBase severityVector
Metrics Other Info
Impacts
CAPEC IDDescription
Solutions
Configurations
Workarounds
Exploits
Credits
Timeline
EventDate
Replaced By
Rejected Reason
References
HyperlinkResource
https://hiddenlayer.com/sai-security-advisory/mlflow-june2024
x_transferred
Hyperlink: https://hiddenlayer.com/sai-security-advisory/mlflow-june2024
Resource:
x_transferred
Information is not available yet
▼National Vulnerability Database (NVD)
nvd.nist.gov
Source:6f8de1f0-f67e-45a6-b68f-98777fdb759c
Published At:04 Jun, 2024 | 12:15
Updated At:03 Feb, 2025 | 14:45

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.23.0 or newer, enabling a maliciously uploaded LightGBM scikit-learn model to run arbitrary code on an end user’s system when interacted with.

CISA Catalog
Date AddedDue DateVulnerability NameRequired Action
N/A
Date Added: N/A
Due Date: N/A
Vulnerability Name: N/A
Required Action: N/A
Metrics
TypeVersionBase scoreBase severityVector
Secondary3.18.8HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Primary3.18.8HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Type: Secondary
Version: 3.1
Base score: 8.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Type: Primary
Version: 3.1
Base score: 8.8
Base severity: HIGH
Vector:
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CPE Matches
lfprojects
lfprojects
>>mlflow>>Versions from 1.23.0(inclusive)
cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*
Weaknesses
CWE IDTypeSource
CWE-502Secondary6f8de1f0-f67e-45a6-b68f-98777fdb759c
CWE-502Primarynvd@nist.gov
CWE ID: CWE-502
Type: Secondary
Source: 6f8de1f0-f67e-45a6-b68f-98777fdb759c
CWE ID: CWE-502
Type: Primary
Source: nvd@nist.gov
Evaluator Description
Evaluator Impact

Evaluator Solution

Vendor Statements
References
HyperlinkSourceResource
https://hiddenlayer.com/sai-security-advisory/mlflow-june20246f8de1f0-f67e-45a6-b68f-98777fdb759c
Exploit
Third Party Advisory
https://hiddenlayer.com/sai-security-advisory/mlflow-june2024af854a3a-2127-422b-91ae-364da2661108
Exploit
Third Party Advisory
Hyperlink: https://hiddenlayer.com/sai-security-advisory/mlflow-june2024
Source: 6f8de1f0-f67e-45a6-b68f-98777fdb759c
Resource:
Exploit
Third Party Advisory
Hyperlink: https://hiddenlayer.com/sai-security-advisory/mlflow-june2024
Source: af854a3a-2127-422b-91ae-364da2661108
Resource:
Exploit
Third Party Advisory

Change History

0
Information is not available yet

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