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CVE-2024-27321

22
FAUCET Score

CVE-2024-27321 is an arbitrary code execution vulnerability affecting Refuel Autolabel versions 0.0.8 and newer. It arises from the library's handling of CSV files in multilabel classification tasks, where maliciously crafted CSVs containing Python code can be executed via an eval function. The vulnerability has a CVSS score of 7.8 (HIGH), indicating a high potential for impact on confidentiality, integrity, and availability, requiring user interaction for exploitation. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
>= 0.0.8CPE matchmatch criteria
cpe:2.3:a:refuel:autolabel:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

7.8HIGH

CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
1.8
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.35%
Probability of exploitation in next 30 days
EPSS Percentile
27.6%
Percentile rank of EPSS score among Peer Group
As of 2026-07-28
Model: v2026.06.15
This CVE's current EPSS score of 0.0035 is in the 26th percentile among its peer group of 11,621 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.1 Bluesky, 0.0 Mastodon, and 0.2 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Vendor Advisories (1)

pipGHSA-4fgp-7vvm-m4jfhigh

Refuel Autolab Eval Injection vulnerability

Sep 12, 2024

References

hiddenlayer.com / sai-security-advisory/2024-09-autolabel
Third Party Advisory