CVE-2024-45854 json
MindsDB Deserialization of Untrusted Data vulnerability
published 2024-09-12 2 y ago modified 2026-06-17 4 mo ago also EUVD-2024-0112 , GHSA-7vhh-gfjc-x8rm , PYSEC-2024-84
- cvss
- 7.1
- version 3.1, CNA
- cisa kev
- Not listed
- not in CISA's catalog
- epss
- 0.5%
- EPSS 0.5% chance of exploitation in 30 days, percentile 43%
- public exploits
- 0
- none known
Summary
Deserialization of untrusted data can occur in versions 23.10.3.0 and newer of the MindsDB platform, enabling a maliciously uploaded ‘inhouse’ model to run arbitrary code on the server when a ‘describe’ query is run on it.
CISA SSVC
- Exploitation
- none
- Automatable
- no
- Technical impact
- total
- Assessed
- 2 y ago
Exploit prediction
0.51% chance of exploitation in the next 30 days, higher than 43% of all scored CVEs (FIRST EPSS, 2026-11-08).
Exploits and checks
- hiddenlayer.com https://hiddenlayer.com/sai-security-advisory/2024-09-mindsdb/ referenced PoC, tagged "exploit" by a source, unverified
CVSS scores
| assigned by | version | score | vector |
|---|---|---|---|
| CNA | 3.1 | 7.1 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H |
| GitHub | 3.1 | 7.1 | CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H |
| NVD | 3.1 | 7.5 | CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H |
| OSV | 3.1 | 7.5 | CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H |
Affected packages
| ecosystem | package | affected | fixed in |
|---|---|---|---|
| pypi | mindsdb | >=23.10.3.0, <=24.9.2.1 >=23.10.3.0 |
no fix listed |
Affected products
- mindsdb mindsdb
Classification
- Weakness
-
- CWE-502 Deserialization of Untrusted Data
References
-
hiddenlayer.com
/sai-security-advisory/2024-09-mindsdb/
exploit, third-party-advisory, evidence, advisory
-
nvd.nist.gov
/vuln/detail/CVE-2024-45854
advisory
-
github.com
/mindsdb/mindsdb
package
-
github.com
/mindsdb/mindsdb/blob/v24.9.2.1/mindsdb/integrations/handlers/byom_handler/byom_handler.py#L444-L449
web
-
github.com
/pypa/advisory-database/tree/main/vulns/mindsdb/PYSEC-2024-84.yaml
web
-
hiddenlayer.com
/sai-security-advisory/2024-09-mindsdb
web
-
github.com
/advisories/GHSA-7vhh-gfjc-x8rm
advisory
Sources
- CVE List CVE-2024-45854
- GitHub Advisory GHSA-7vhh-gfjc-x8rm
- NVD CVE-2024-45854
- OSV PYSEC-2024-84
Fencer Vulns keeps one entry per vulnerability: the CVE id wins, then GHSA, and records that alias each other are merged, except that two CVEs always keep separate entries. The same data is available as JSON.
CPEs and fixed versions use Anchore's correction of NVD's data: Added CPE configurations because not yet analyzed by NVD.