CVE-2024-45852Public exploitNetwork attack vector

Authenticated code execution via unsafe pickle deserialization

Published Sep 12, 2024 · Updated Sep 12, 2024

Deserialization in MindsDB 23.3.2.0 and later allows remote authenticated users to execute arbitrary server code via an uploaded model. The BYOM proc_wrapper.py decode function passes interprocess model data directly to pickle.loads without validating the serialized object. Exploitation requires model-upload privileges and occurs when the malicious model is interacted with, granting code execution in the server process.

CVSS severity8.8
High
EPSS probability0.69%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Deserialization in MindsDB 23.3.2.0 and later allows remote authenticated users to execute arbitrary server code via an uploaded model. The BYOM proc_wrapper.py decode function passes interprocess model data directly to pickle.loads without validating the serialized object. Exploitation requires model-upload privileges and occurs when the malicious model is interacted with, granting code execution in the server process.

The record

CVE
CVE-2024-45852
Published
Sep 12, 2024
Updated
Sep 12, 2024
Vendor
MindsDB
Product
MindsDB
Classifications
CWE-502, T1059.006, T1190
Attack vector
network
Privileges
authenticated

Timeline

How it unfolded

  1. Sep 12, 2024CVE publishedPublication date reported by the CVE source.
  2. Sep 12, 2024Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=23.3.2.0 <=*
  2. Affected versionversion=23.3.2.0 <*

What conditions does exploitation require?

Attack vectornetwork
Required privilegesauthenticated

What is affected?

MindsDB · MindsDBversion=23.3.2.0 <=*; version=23.3.2.0 <*

Published CVSS scores

8.8HiddenLayerCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
8.7GitHubCVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

Daily unique IPsNo honeypot observations are available for this CVE in the selected window.

No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-502Deserialization of Untrusted Data
T1059.006Python/Python Commands and Scripts
T1190Exploit Public-Facing Application

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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