PT-2024-31812 · Mindsdb · Mindsdb

Kasimir Schulz + 2 · Published 2024-09-12 · Updated 2024-09-16 · CVE-2024-45855

Positive Technologies (AI Summary)

CVSS v4.0

8.6

High

Base vector

AV:N/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Name of the Vulnerable Software and Affected Versions: MindsDB versions 23.10.2.0 and newer

Description: The issue concerns the deserialization of untrusted data in the MindsDB platform. This allows a maliciously uploaded 'inhouse' model to run arbitrary code on the server when using 'finetune' on it. The vulnerability is remotely exploitable.

Recommendations: For MindsDB versions 23.10.2.0 and newer, consider disabling the 'finetune' functionality for 'inhouse' models until a patch is available to prevent arbitrary code execution. Restrict the upload of 'inhouse' models to trusted sources to minimize the risk of exploitation. As a temporary workaround, review and enhance the security posture of the MindsDB platform to prevent deserialization of untrusted data.

Exploit

Fix

Deserialization of Untrusted Data

Weakness Enumeration

CWE-502

Related Identifiers

CVE-2024-45855

GHSA-FR9Q-RGWQ-G5R5

PYSEC-2024-85

Affected Products

Mindsdb

References · 14

• 🔥 https://hiddenlayer.com/sai-security-advisory/2024-09-mindsdb · Exploit
• https://osv.dev/vulnerability/GHSA-fr9q-rgwq-g5r5 · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2024-45855 · Security Note
• https://osv.dev/vulnerability/CVE-2024-45855 · Vendor Advisory
• https://osv.dev/vulnerability/PYSEC-2024-85 · Vendor Advisory
• https://github.com/mindsdb/mindsdb · Note
• https://github.com/mindsdb/mindsdb/blob/v24.9.2.1/mindsdb/integrations/handlers/byom_handler/byom_handler.py#L433-L442 · Note
• https://github.com/pypa/advisory-database/tree/main/vulns/mindsdb/PYSEC-2024-85.yaml · Note
• https://t.me/cvedetector/5461 · Telegram Post
• https://twitter.com/VulmonFeeds/status/1834246559879295117 · Twitter Post
• https://twitter.com/oktsec/status/1834264277479235593 · Twitter Post
• https://twitter.com/CVEnew/status/1834221696900907163 · Twitter Post
• https://t.me/cvenotify/94790 · Telegram Post
• https://twitter.com/cracbot/status/1835921727043624978 · Twitter Post