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CVE-2024-45853

23
FAUCET Score

CVE-2024-45853 is a critical deserialization of untrusted data vulnerability affecting MindsDB versions 23.10.2.0 and newer. This flaw allows a low-privileged attacker to upload a malicious "inhouse" model, which, when used for predictions, can execute arbitrary code on the server. Rated 7.5 HIGH on CVSS, the vulnerability has a network attack vector, high attack complexity, and high impact on confidentiality, integrity, and availability. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
>= 23.10.2.0CPE matchmatch criteria
cpe:2.3:a:mindsdb:mindsdb:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

7.1HIGH

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

Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
1.2
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.48%
Probability of exploitation in next 30 days
EPSS Percentile
38.8%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0048 is in the 31st percentile among its peer group of 1,162 CVEs.

Social Chatter

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

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.1 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Vendor Advisories (1)

pipGHSA-q9r8-89xr-4xv4high

MindsDB Deserialization of Untrusted Data vulnerability

Sep 12, 2024

References

hiddenlayer.com / sai-security-advisory/2024-09-mindsdb
ExploitThird Party Advisory