CVE-2024-45855: Mindsdb MindsDB Deserialization Of Untrusted Data Vulnerability

HIGH
Advisory Identifier: GHSA-fr9q-rgwq-g5r5
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CVSS 7.1
CWE-502
Published
Advisory Summary

CVE-2024-45855 is a HIGH (CVSS 7.1) mindsdb deserialization of untrusted data vulnerability (CWE-502: Deserialization of Untrusted Data) affecting Mindsdb libraries in the PyPI ecosystem. The issue involves mindsdb deserialization of untrusted data vulnerability. Remediation is available in the latest vendor maintenance releases.

CVE-2024-45855 at a Glance

CVE Identifier CVE-2024-45855
GHSA Identifier GHSA-fr9q-rgwq-g5r5
Severity HIGH
CVSS v3.1 Base Score 7.1
CWE Classification CWE-502: Deserialization of Untrusted Data
Affected Product Mindsdb
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 7.1

The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H).

Attack Vector Network (AV:N)
Attack Complexity High (AC:H)
Privileges Required Low (PR:L)
User Interaction Required (UI:R)
Scope Unchanged (S:U)
Confidentiality High (C:H)
Integrity High (I:H)
Availability High (A:H)

How to Fix CVE-2024-45855

To remediate this vulnerability, upgrade all affected Mindsdb dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.

mindsdb fixed: Latest secure release 
pip install mindsdb>=Latest secure release
Verify Direct and Transitive Dependencies

Run the following command in your project directory to verify that all resolved dependencies use the patched release: 

pip show mindsdb

How to Check if You Are Affected

To determine whether your Python environment is affected by CVE-2024-45855, inspect your installed packages using pip:

pip show mindsdb

Analyze the terminal output to locate any version of Mindsdb in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than the patched release), your application is affected.

Note: The pip show mindsdb command checks currently installed packages in your active Python environment.

Technical Details

Vulnerability Mechanism & Technical Analysis

This vulnerability is classified under CWE-502: Deserialization of Untrusted Data, where the product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid. In Mindsdb, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.

Source Advisory Statement

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 using ‘finetune’ on it.

CVE-2024-45855 Affected Mindsdb Versions

1 component(s)
Product / Package Ecosystem Affected Versions Fixed Version
mindsdb
pypi/mindsdb
PyPI
≥ 23.10.2.0
≤ 24.9.2.1

References

NVD — CVE-2024-45855 NVD
https://nvd.nist.gov/vuln/detail/CVE-2024-45855
Mindsdb Source Repository REPOSITORY
https://github.com/mindsdb/mindsdb
Mindsdb Source Repository REPOSITORY
https://github.com/mindsdb/mindsdb/blob/v24.9.2.1/mindsdb/integrations/handlers/byom_handler/byom_handler.py#L433-L442
Mindsdb Source Repository REPOSITORY
https://github.com/pypa/advisory-database/tree/main/vulns/mindsdb/PYSEC-2024-85.yaml
Mindsdb Security Information SECURITY
https://hiddenlayer.com/sai-security-advisory/2024-09-mindsdb

Frequently Asked Questions

What is CVE-2024-45855?
CVE-2024-45855 is a security vulnerability in Mindsdb involving MindsDB Deserialization of Untrusted Data vulnerability under CWE-502: Deserialization of Untrusted Data.
Which Mindsdb versions are affected?
Affected versions include releases prior to current release patches across affected packages: mindsdb.
What version fixes CVE-2024-45855?
Upgrading to current release patches (or the latest patched release for your respective branch) resolves the vulnerability.
Is mindsdb affected?
Yes, mindsdb is affected in releases prior to Latest secure release. Upgrade your dependency to Latest secure release or later.
What is the CVSS score of CVE-2024-45855?
CVE-2024-45855 has a CVSS v3.1 base score of 7.1 (HIGH) with vector string CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H.
What CWE is associated with CVE-2024-45855?
CVE-2024-45855 is classified under CWE-502: Deserialization of Untrusted Data (The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.).
How can I check PyPI dependencies for CVE-2024-45855?
Run the dependency tree command: 'pip show mindsdb'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
View Raw JSON 
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-fr9q-rgwq-g5r5",
  "modified" : "2024-09-17T15:40:26Z",
  "published" : "2024-09-12T15:33:01Z",
  "aliases" : [ "CVE-2024-45855" ],
  "summary" : "MindsDB Deserialization of Untrusted Data vulnerability",
  "details" : "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 using ‘finetune’ on it.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H"
  }, {
    "type" : "CVSS_V4",
    "score" : "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"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "mindsdb"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "23.10.2.0"
      }, {
        "last_affected" : "24.9.2.1"
      } ]
    } ]
  } ],
  "references" : [ {
    "type" : "ADVISORY",
    "url" : "https://nvd.nist.gov/vuln/detail/CVE-2024-45855"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/mindsdb/mindsdb"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/mindsdb/mindsdb/blob/v24.9.2.1/mindsdb/integrations/handlers/byom_handler/byom_handler.py#L433-L442"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/pypa/advisory-database/tree/main/vulns/mindsdb/PYSEC-2024-85.yaml"
  }, {
    "type" : "WEB",
    "url" : "https://hiddenlayer.com/sai-security-advisory/2024-09-mindsdb"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-502" ],
    "severity" : "HIGH",
    "github_reviewed" : true,
    "github_reviewed_at" : "2024-09-12T19:49:57Z",
    "nvd_published_at" : "2024-09-12T13:15:15Z"
  }
}