CVE-2024-3573 json
Local File Inclusion (LFI) via Scheme Confusion in mlflow/mlflow
published 2024-04-16 2 y ago modified 2026-09-08 2 mo ago also BIT-mlflow-2024-3573 , EUVD-2024-1218 , GHSA-hq88-wg7q-gp4g , PYSEC-2024-243
- cvss
- 9.3
- version 3.0, CNA
- cisa kev
- Not listed
- not in CISA's catalog
- epss
- 0.7%
- EPSS 0.7% chance of exploitation in 30 days, percentile 54%
- public exploits
- 0
- none known
Summary
mlflow/mlflow is vulnerable to Local File Inclusion (LFI) due to improper parsing of URIs, allowing attackers to bypass checks and read arbitrary files on the system. The issue arises from the 'is_local_uri' function's failure to properly handle URIs with empty or 'file' schemes, leading to the misclassification of URIs as non-local. Attackers can exploit this by crafting malicious model versions with specially crafted 'source' parameters, enabling the reading of sensitive files within at least two directory levels from the server's root.
Patch / fix
- pypi mlflow 2.10.0
- bitnami mlflow 2.10.0
- mlflow mlflow/mlflow 2.10.0
- lfprojects mlflow 2.10.0
CISA SSVC
- Exploitation
- Proof of concept is public
- Automatable
- yes
- Technical impact
- partial
- Assessed
- 2 y ago
Exploit prediction
0.73% chance of exploitation in the next 30 days, higher than 54% of all scored CVEs (FIRST EPSS, 2026-11-08).
Exploits and checks
- huntr.com https://huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c referenced PoC, tagged "exploit" by a source, unverified
CVSS scores
| assigned by | version | score | vector |
|---|---|---|---|
| CNA | 3.0 | 9.3 | CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N |
| GitHub | 3.0 | 9.3 | CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N |
| NVD | 3.1 | 9.3 | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N |
| OSV | 3.1 | 9.3 | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:L/A:N |
Affected packages
| ecosystem | package | affected | fixed in |
|---|---|---|---|
| pypi | mlflow | <2.10.0 |
2.10.0 |
| bitnami | mlflow | <2.10.0 |
2.10.0 |
Affected products
- mlflow mlflow/mlflow
- lfprojects mlflow
Classification
References
-
github.com
/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbc
web, patch
-
huntr.com
/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543c
web, exploit, issue-tracking, third-party-advisory, advisory, evidence, report
-
nvd.nist.gov
/vuln/detail/CVE-2024-3573
advisory, web
-
github.com
/mlflow/mlflow
package
-
github.com
/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2024-243.yaml
web
-
github.com
/advisories/GHSA-hq88-wg7q-gp4g
advisory
Sources
- CVE List CVE-2024-3573
- GitHub Advisory GHSA-hq88-wg7q-gp4g
- NVD CVE-2024-3573
- OSV BIT-mlflow-2024-3573
- OSV PYSEC-2024-243
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