CVE-2024-45853
MindsDB Deserialization of Untrusted Data vulnerability
Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.
Attack profile
How easy it is to exploit
- Attack vector
- Network
- Complexity
- High
- Privileges needed
- Low
- User interaction
- Required
What an attacker can affect
- Confidentiality
- High
- Integrity
- High
- Availability
- High
Exploit likelihood
What each source reports
CVE List Score used
Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.
- Record
CVE-2024-45853- CVSS 3.1
- 7.1 High
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H - Weakness
- CWE-502
- Updated
- 2026-11-02
EUVDEUVD-2024-0111
Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.
- Record
EUVD-2024-0111- CVSS 3.1
- 7.1 High
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H - Updated
- 2026-11-03
GitHub AdvisoriesGHSA-q9r8-89xr-4xv4
MindsDB Deserialization of Untrusted Data vulnerability
Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.
- Record
GHSA-q9r8-89xr-4xv4- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 7.1 High
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H - Weakness
- CWE-502
- Updated
- 2026-11-02
NVD
Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.
- Record
CVE-2024-45853- CVSS 3.1
- 7.1 High
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H - CVSS 3.1
- 7.5 High
CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H - Weakness
- CWE-502
- Updated
- 2026-11-02
OSVGHSA-q9r8-89xr-4xv4
MindsDB Deserialization of Untrusted Data vulnerability
Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.
- Record
GHSA-q9r8-89xr-4xv4- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 7.1 High
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H - Weakness
- CWE-502
- Updated
- 2026-11-02
OSVPYSEC-2024-83
Deserialization of untrusted data can occur in versions 23.10.2.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when used for a prediction.
- Record
PYSEC-2024-83- CVSS 3.1
- 7.5 High
CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H - Updated
- 2026-11-02
Affected products
Affected packages
| Package | Affected | Fixed |
|---|---|---|
mindsdbPyPI |
23.10.2.0 to 24.9.2.1 | None known |
mindsdbPyPI |
23.10.2.0 to 24.9.2.1, plus listed versions 23.10.3.023.10.3.123.10.5.023.11.1.023.11.4.0 Show 35 moreShow less23.11.4.123.11.4.4a623.12.4.023.12.4.123.12.4.224.1.4.024.2.3.024.3.4.024.3.4.124.3.4.224.3.5.024.4.2.024.4.2.124.4.3.024.5.4.024.6.1.024.6.1.124.6.2.024.6.2.224.6.3.024.6.3.124.6.4.124.7.1.024.7.2.024.7.3.024.7.4.024.7.4.124.7.5.024.8.1.024.8.1.124.8.2.024.8.3.024.8.4.024.9.1.024.9.2.0 |
None known |
mindsdbPyPI |
23.10.2.0 and later, plus listed versions 23.10.3.023.10.3.123.10.5.023.11.1.023.11.4.0 Show 45 moreShow less23.11.4.123.11.4.4a623.12.4.023.12.4.123.12.4.224.1.4.024.10.1.024.10.2.024.10.3.024.10.4.024.10.4.124.10.4.224.10.5.024.11.1.024.11.1.124.11.2.024.11.3.024.11.4.024.11.4.124.11.4.224.12.1.024.12.2.024.12.2.124.12.2.224.12.3.024.12.4.024.2.3.024.3.4.024.3.4.124.3.4.224.3.5.024.4.2.024.4.2.124.4.3.024.5.4.024.6.1.024.6.1.124.6.2.024.6.2.224.6.3.024.6.3.124.6.4.124.7.1.024.7.2.024.7.3.0 |
None known |
History
| Recorded | Changed | Sources |
|---|---|---|
| aliases, published | EUVD | |
| first indexed | CVE List, GitHub Advisories, NVD, OSV |
Dates are when Every CVE recorded each change. Upstream dates may differ.
In short
CVE-2024-45853 is a high vulnerability (CVSS 7.1) in Mindsdb, published September 12, 2024. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.51%, the 43rd percentile. No source names a fixed version.
References
hiddenlayer.com/sai-security-advisory/2024-09-mindsdb
nvd.nist.gov/vuln/detail/CVE-2024-45853
github.com/mindsdb/mindsdb/blob/v24.9.2.1/mindsdb/integrations/handlers/byom_handler/byom_handler.py
Left out here: 87 versions. The JSON record has them.