CVE-2024-27320 json
Refuel Autolab Eval Injection vulnerability
published 2024-09-12 2 y ago modified 2026-07-07 4 mo ago also EUVD-2024-2786 , GHSA-g2m8-f3x2-qprw , PYSEC-2026-1870
- cvss
- 7.8
- version 3.1, CNA
- cisa kev
- Not listed
- not in CISA's catalog
- epss
- 0.4%
- EPSS 0.4% chance of exploitation in 30 days, percentile 29%
- public exploits
- 0
- none known
Summary
An arbitrary code execution vulnerability exists in versions 0.0.8 and newer of the Refuel Autolabel library because of the way its classification tasks handle provided CSV files. If a victim user creates a classification task using a maliciously crafted CSV file containing Python code, the code will be passed to an eval function which executes it.
CISA SSVC
- Exploitation
- Proof of concept is public
- Automatable
- no
- Technical impact
- total
- Assessed
- 2 y ago
Exploit prediction
0.35% chance of exploitation in the next 30 days, higher than 29% of all scored CVEs (FIRST EPSS, 2026-11-08).
CVSS scores
| assigned by | version | score | vector |
|---|---|---|---|
| CNA | 3.1 | 7.8 | CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H |
| GitHub | 3.1 | 7.8 | CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H |
| NVD | 3.1 | 7.8 | CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H |
| OSV | 3.1 | 7.8 | CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H |
Affected packages
| ecosystem | package | affected | fixed in |
|---|---|---|---|
| pypi | refuel-autolabel | >=0.0.8, <=0.0.16 |
no fix listed |
Affected products
- Refuel autolabel
Classification
References
-
hiddenlayer.com
/sai-security-advisory/2024-09-autolabel/
third-party-advisory
-
nvd.nist.gov
/vuln/detail/CVE-2024-27320
advisory
-
github.com
/refuel-ai/autolabel
package
-
github.com
/refuel-ai/autolabel/blob/v0.0.16/src/autolabel/dataset/validation.py#L57-L79
web
-
hiddenlayer.com
/sai-security-advisory/2024-09-autolabel
web
-
pypi.org
/project/refuel-autolabel
package
-
github.com
/advisories/GHSA-g2m8-f3x2-qprw
advisory
Sources
- CVE List CVE-2024-27320
- GitHub Advisory GHSA-g2m8-f3x2-qprw
- NVD CVE-2024-27320
- OSV PYSEC-2026-1870
Fencer Vulns keeps one entry per vulnerability: the CVE id wins, then GHSA, and records that alias each other are merged, except that two CVEs always keep separate entries. The same data is available as JSON.
CPEs and fixed versions use Anchore's correction of NVD's data: Added CPE configurations because not yet analyzed by NVD.