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GitHub Advisory DatabaseGHSA-J8MG-PQC5-X9GJHistoryJun 04, 2024 - 12:31 p.m.
MLFlow unsafe deserialization
2024-06-0412:31:05
CWE-502
GitHub Advisory Database
github.com
10
mlflow
deserialization
unsafe
arbitrary code
tensorflow
CVSS3
8.8
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
AI Score
8.8
Confidence
High
EPSS
0
Percentile
9.0%
Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.0.0rc0 or newer, enabling a maliciously uploaded Tensorflow model to run arbitrary code on an end user’s system when interacted with.
Affected configurations
Node
mlflowmlflowRange2.0.0rc0–2.14.1
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wolfi
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vulnrichment
vulnrichment
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CVSS3
8.8
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
AI Score
8.8
Confidence
High
EPSS
0
Percentile
9.0%
Related for GHSA-J8MG-PQC5-X9GJ