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» CVE-2024-37057
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.
Published: 2024-06-04
Last update: 2026-06-17
Assigner:
6f8de1f0-f67e-45a6-b68f-98777fdb759c
Source: 6f8de1f0-f67e-45a6-b68f-98777fdb759c
NVD Status: Analyzed ,CVE State: published
Threat Intelligence & Risk Assessment for CVE-2024-37057
Conclusion & alert: CVE-2024-37057 is rated High Exploit Risk (66/100) : CVSS High severity, with low exploitation likelihood (EPSS 0.62%). Core evidence: 1 public exploit reference(s) are indexed (Exploit-DB). Mandatory action: Public exploits are available—assess exposure, apply mitigations, and prioritize patching.
Risk is dynamic; we continuously reassess and refresh what is shown on this page as upstream context changes.
Public exploit references (Exploit-DB) for CVE-2024-37057
EDB-ID
Source
Kind
Published
Link
—
nvd_ref
exploit_tag
Exploit-DB ↗
Exploit prediction scoring system (EPSS) score for CVE-2024-37057
EPSS lead: Daily EPSS estimates relative likelihood of exploitation; percentile ranks this CVE among scored vulnerabilities (higher = more severe relative rank).
#
Date
Old EPSS score
New EPSS score
Delta (New - Old)
1
2026-06-15
0.44%
0.62%
+0.18%
2
2026-03-16
0.57%
0.44%
-0.13%
3
2026-03-14
—
0.57%
—
Full EPSS history
(14 records total)
Common vulnerability scoring system (CVSS) metrics for CVE-2024-37057
CVSS metrics for this CVE.
Base score
Version
Severity
Vector
Exploitability
Impact
Score source
8.8
3.1
HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Click to expand
Attack vector (AV:N)
Could be attacked over the internet or any normal routed network—not just someone sitting at the machine.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:N)
No account or special rights needed—anonymous or random user is enough.
User interaction (UI:R)
A real person has to do something—click, install, enable—otherwise it doesn’t land.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:H)
Serious risk that confidential data gets exposed in a big way.
Integrity (I:H)
They could widely tamper with or forge data—trust in the data is badly hurt.
Availability (A:H)
Could take the service down hard or make it unusable for people who depend on it.
2.8
5.9
6f8de1f0-f67e-45a6-b68f-98777fdb759c
8.8
3.1
HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Click to expand
Attack vector (AV:N)
Could be attacked over the internet or any normal routed network—not just someone sitting at the machine.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:N)
No account or special rights needed—anonymous or random user is enough.
User interaction (UI:R)
A real person has to do something—click, install, enable—otherwise it doesn’t land.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:H)
Serious risk that confidential data gets exposed in a big way.
Integrity (I:H)
They could widely tamper with or forge data—trust in the data is badly hurt.
Availability (A:H)
Could take the service down hard or make it unusable for people who depend on it.
2.8
5.9
[email protected]
Weakness enumeration for CVE-2024-37057
GitHub Security Advisory for CVE-2024-37057
GHSA-j8mg-pqc5-x9gj · Severity: high · Ecosystem: pip
— MLFlow unsafe deserialization
Affected software / configurations for CVE-2024-37057
Vendor
Product
Version
Raw CPE
lfprojects
mlflow
>= 2.0.0
cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*
References for CVE-2024-37057
cvelogic
Threat Intelligence