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CVE-2024-24591

24
FAUCET Score

CVE-2024-24591 is a high-severity path traversal vulnerability (CVSS 8.8) affecting Allegro AI’s ClearML client SDK versions 1.4.0 to 1.14.1. This flaw allows an unauthenticated attacker to achieve arbitrary file write on a user's system by tricking them into interacting with a specially crafted, maliciously uploaded dataset. While the vulnerability has a high potential impact (C:H/I:H/A:H), it requires user interaction (UI:R) and is not currently listed on CISA's KEV catalog, nor is there any public exploit code (Metasploit, Nuclei, ExploitDB) or significant community discussion/media coverage indicating active exploitation.

Impacted Technologies

VendorProductVersion(s)CPE
>= 1.4.0, <= 1.14.1CPE matchmatch criteria
cpe:2.3:a:clear:clearml:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.1

8.0HIGH

CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
2.1
Impact Score
5.9
CvssVersion
3.1

Exploit Intelligence

EPSS Score
0.80%
Probability of exploitation in next 30 days
EPSS Percentile
52.7%
Percentile rank of EPSS score among Peer Group
As of 2026-07-25
Model: v2026.06.15
This CVE's current EPSS score of 0.0080 is in the 55th percentile among its peer group of 14,848 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.2 Bluesky, 0.1 Mastodon, and 0.2 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.1 Security Researcher mentions.

Remediation

Vendor Advisories (1)

pipGHSA-m95h-p4gg-wfw3high

Allegro AI ClearML path traversal vulnerability

Feb 6, 2024

References

hiddenlayer.com / research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain
ExploitTechnical DescriptionThird Party Advisory