PT-2024-31814 · Cleanlab · Cleanlab

Kasimir Schulz · Published 2024-09-12 · Updated 2024-09-16 · CVE-2024-45857

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: Cleanlab versions 2.4.0 or newer

Description: The issue is related to the deserialization of untrusted data, which can occur in the Cleanlab project. This allows a maliciously crafted datalab.pkl file to run arbitrary code on an end user's system when the data directory is loaded.

Recommendations: For versions 2.4.0 or newer, consider avoiding the use of untrusted data in the deserialization process until a patch is available. As a temporary workaround, restrict access to the data directory to minimize the risk of exploitation. At the moment, there is no information about a newer version that contains a fix for this issue.

Fix

Deserialization of Untrusted Data

Weakness Enumeration

CWE-502

Related Identifiers

CVE-2024-45857

GHSA-8CM9-RRGC-4PCJ

Affected Products

Cleanlab

References · 9

• https://nvd.nist.gov/vuln/detail/CVE-2024-45857 · Security Note
• https://osv.dev/vulnerability/GHSA-8cm9-rrgc-4pcj · Vendor Advisory
• https://github.com/cleanlab/cleanlab/blob/v2.6.6/cleanlab/datalab/internal/serialize.py#L102-L138 · Note
• https://github.com/cleanlab/cleanlab · Note
• https://t.me/cvedetector/5459 · Telegram Post
• https://hiddenlayer.com/sai-security-advisory/2024-09-cleanlab · Note
• https://twitter.com/cracbot/status/1835921728687730738 · Twitter Post
• https://twitter.com/CVEnew/status/1834221710695895339 · Twitter Post
• https://twitter.com/VulmonFeeds/status/1834248828494430374 · Twitter Post