8.8

CVE-2024-37054: lfprojects mlflow Deserialization of Untrusted Data

CVSS: 8.8v3.1HighAnalyzed
AliasesGHSA-ghv6-9r9j-wh4jBIT-mlflow-2024-37054PYSEC-2026-1651
Published 04-06-2024Last modified 02-08-2024
Open JSON

Vulnerability summary

CVE-2024-37054 is a high (CVSS 8.8) Deserialization of Untrusted Data vulnerability in lfprojects mlflow. EPSS estimates a 0.70% chance of exploitation in the next 30 days, higher than 52.4% of scored vulnerabilities. 1 public exploit is recorded.

Overall risk
45/100
0100
Medium · default modelHow is this calculated?
CVSS score
8.8/10
010
High · v3.1 (CVE.org)
EPSS score
0.70%
0%100%
Low · 0.00 pp in 30 days
KEVNot listedIn no KEV catalog
RansomwareNone recordedNo known use recorded
Public exploits1reference

Advisory lineage

Upstream 0 · Downstream 0 · Related 1
CGA-C7RQ-C235-P7G3

Timeline

  1. 04-06-2024
    PublishedVulnerability first disclosed.
  2. 02-08-2024
    Last modifiedVulnerability information updated.

Description

Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.9.0 or newer, enabling a maliciously uploaded PyFunc model to run arbitrary code on an end user’s system when interacted with.

CVSS metrics

3 scores · 3 sources · 1 version

EPSS trend

Probability

0.70%

Chance of exploitation in the next 30 days

Percentile

52%

Versus all other CVEs

30-day change

0.00 pp

From 0.70% on 20-09-2026

20-09-202620-10-2026
EPSS score
0.70%

Known exploited

Compare KEV catalogs

Not in any of the 3 tracked catalogs.

Public exploits

1 found
  • referenceUnverified

    Exploit Reference (hiddenlayer.com)

    Maturity: unknown

Weaknesses

CWE · root cause

Affected systems

Chainguard2 products
  • mlflow< 2.13.2-r0
  • mlflow-bitnami< 2.13.2-r0
Wolfi2 products
  • mlflow< 2.13.2-r0
  • mlflow-bitnami< 2.13.2-r0
Lfprojects1 product
  • mlflow≥ 0.9.0 (No fix recorded)
Mlflow1 product
  • mlflow≥ 0.9.0 (No fix recorded)
PyPI1 product
  • mlflow≥ 0.9.0, ≤ 2.14.1

5 vendors · 7 products

References

5 links