CVE-2024-24594

CriticalPublic PoC

Published: 06 February 2024

Published

06 February 2024

Modified

21 November 2024

KEV Added

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Patch

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CVSS Score v3.1 9.9 CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H

EPSS Score 0.0006 18.6th percentile

Risk Priority 20 60% EPSS · 20% KEV · 20% CVSS

Summary

CVE-2024-24594 is a critical-severity Cross-site Scripting (CWE-79) vulnerability in Clear Clearml. Its CVSS base score is 9.9 (Critical).

Operationally, exploitation aligns with the MITRE ATT&CK technique JavaScript (T1059.007); ranked at the 18.6th percentile by exploit likelihood (below the median); it is not currently listed in the CISA KEV catalog; a public proof-of-concept is referenced.

This vulnerability is AI-related — categorised as Other Platforms; in the Other ATLAS/OWASP Terms risk domain; MITRE ATLAS techniques in scope: AI Supply Chain Compromise (AML.T0010), Obtain Capabilities (AML.T0016), Exfiltration via AI Inference API (AML.T0024).

EU & UK References

🇪🇺 ENISA EUVD: EUVD-2024-21996

Vulnerability details

A cross-site scripting (XSS) vulnerability in all versions of the web server component of Allegro AI’s ClearML platform allows a remote attacker to execute a JavaScript payload when a user views the Debug Samples tab in the web UI.

CWE(s): CWE-79

AI Security AnalysisAI

AI Category: Other Platforms
Risk Domain: Other ATLAS/OWASP Terms
OWASP Top 10 for LLMs 2025: None mapped
Classification Reason: ClearML is a Machine Learning Operations (MLOps) platform for managing ML projects, datasets, experiments, and models, fitting under Other Platforms as an MLOps tool integrating with ML frameworks.

Related Threats

MITRE ATT&CK Enterprise TechniquesAI

T1059.007 JavaScript Execution

Adversaries may abuse various implementations of JavaScript for execution.

attack.mitre.org →

T1190 Exploit Public-Facing Application Initial Access

Adversaries may attempt to exploit a weakness in an Internet-facing host or system to initially access a network.

attack.mitre.org →

T1539 Steal Web Session Cookie Credential Access

An adversary may steal web application or service session cookies and use them to gain access to web applications or Internet services as an authenticated user without needing credentials.

attack.mitre.org →

Why these techniques?

The XSS vulnerability in ClearML's web UI enables JavaScript execution in victims' browsers (T1059.007), exploitation of a public-facing web application (T1190), and theft of web session cookies via injected payloads (T1539).