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GitHub Advisory DatabaseGHSA-CWGG-W6MP-W9HG

HistoryJun 04, 2024 - 12:31 p.m.

MLFlow unsafe deserialization

2024-06-0412:31:05

CWE-502

GitHub Advisory Database

github.com

mlflow

unsafe

deserialization

version 2.5.0

langchain

agentexecutor

software

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

8.8 High

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%

JSON

Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.5.0 or newer, enabling a maliciously uploaded Langchain AgentExecutor model to run arbitrary code on an end user’s system when interacted with.

Affected configurations

Vulners

Node

lfprojectsmlflowRange≤2.14.1

CPENameOperatorVersion
mlflowle2.14.1

CPE	Name	Operator	Version
	mlflow	le	2.14.1

References

github.com/advisories/GHSA-cwgg-w6mp-w9hg

hiddenlayer.com/sai-security-advisory/mlflow-june2024

nvd.nist.gov/vuln/detail/CVE-2024-37058

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

8.8 High

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%

JSON

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