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CVE-2024-27320

22
FAUCET Score

CVE-2024-27320 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 classification tasks, where a maliciously crafted CSV containing Python code can be executed via an eval function. Rated 7.8 HIGH, this vulnerability requires user interaction (UI:R) and local access (AV:L) to achieve high impact on confidentiality, integrity, and availability (C:H/I:H/A:H). 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
27.5%
Percentile rank of EPSS score among Peer Group
As of 2026-07-26
Model: v2026.06.15
This CVE's current EPSS score of 0.0035 is in the 26th percentile among its peer group of 11,616 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-g2m8-f3x2-qprwhigh

Refuel Autolab Eval Injection vulnerability

Sep 12, 2024

References

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