How severe is CVE-2024-24594?

CVE-2024-24594 has a CVSS 3.x base score of 9.9, rated critical severity. It is exploitable over network with low attack complexity, requires low privileges and no user interaction. Impact on confidentiality is high, integrity high, and availability high.

Is CVE-2024-24594 being actively exploited?

It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 1% (44th percentile), an estimate of the probability of exploitation in the next 30 days.

What products are affected by CVE-2024-24594?

CVE-2024-24594 affects Clear Clearml. See the affected-products list for the exact vulnerable versions.

How do I fix CVE-2024-24594?

Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround. Given its critical severity, prioritise patching exposed systems.

Does CVE-2024-24594 have an EU (EUVD) identifier?

Yes. CVE-2024-24594 is tracked in the ENISA EU Vulnerability Database (EUVD) as EUVD-2024-21996.

When was CVE-2024-24594 published?

CVE-2024-24594 was published on 2024-02-06 and last updated on 2026-06-17.

CVE-2024-24594

CVE-2024-24594 is a critical-severity vulnerability in Clear Clearml with a CVSS 3.x base score of 9.9. It is not currently listed as actively exploited by CISA, and its EPSS exploit-prediction score is low. The underlying weakness is classified as CWE-79.

Key facts

Severity: Critical (CVSS 3.x base score 9.9)
EPSS exploit prediction: 1% (44th percentile)
Actively exploited: Not listed in CISA KEV
EU (EUVD) id: EUVD-2024-21996
Weakness: CWE-79
Affected product: Clear Clearml
Published: 2024-02-06
Last modified: 2026-06-17

Description

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.

Frequently asked questions

What is CVE-2024-24594?: 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.
How severe is CVE-2024-24594?: CVE-2024-24594 has a CVSS 3.x base score of 9.9, rated critical severity. It is exploitable over network with low attack complexity, requires low privileges and no user interaction. Impact on confidentiality is high, integrity high, and availability high.
Is CVE-2024-24594 being actively exploited?: It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 1% (44th percentile), an estimate of the probability of exploitation in the next 30 days.
What products are affected by CVE-2024-24594?: CVE-2024-24594 affects Clear Clearml. See the affected-products list for the exact vulnerable versions.
How do I fix CVE-2024-24594?: Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround. Given its critical severity, prioritise patching exposed systems.
Does CVE-2024-24594 have an EU (EUVD) identifier?: Yes. CVE-2024-24594 is tracked in the ENISA EU Vulnerability Database (EUVD) as EUVD-2024-21996.
When was CVE-2024-24594 published?: CVE-2024-24594 was published on 2024-02-06 and last updated on 2026-06-17.

References

https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/

Affected products (1)

cpe:2.3:a:clear:clearml:-:*:*:*:*:*:*:*

More vulnerabilities in Clear Clearml

CVE-2024-24592 — Critical (CVSS 9.8): Lack of authentication in all versions of the fileserver component of Allegro AI’s ClearML platform allows a remote…
CVE-2024-24593 — Critical (CVSS 9.6): A cross-site request forgery (CSRF) vulnerability in all versions up to 1.14.1 of the api server component of Allegro…
CVE-2024-24591 — High (CVSS 8.0): A path traversal vulnerability in versions 1.4.0 to 1.14.1 of the client SDK of Allegro AI’s ClearML platform enables…
CVE-2024-24590 — High (CVSS 8.0): Deserialization of untrusted data can occur in versions 0.17.0 to 1.14.2 of the client SDK of Allegro AI’s ClearML…
CVE-2024-24595 — Medium (CVSS 6.0): Allegro AI’s open-source version of ClearML stores passwords in plaintext within the MongoDB instance, resulting in a…

All CVEs affecting Clear Clearml →

Other CWE-79 (Cross-site Scripting (XSS)) vulnerabilities

CVE-2025-49410 — Critical (CVSS 10.0): Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') vulnerability in Imran Emu TC…
CVE-2024-47875 — Critical (CVSS 10.0): DOMPurify is a DOM-only, super-fast, uber-tolerant XSS sanitizer for HTML, MathML and SVG. DOMpurify was vulnerable to…
CVE-2024-6886 — Critical (CVSS 10.0): Improper Neutralization of Input During Web Page Generation (XSS or 'Cross-site Scripting') vulnerability in Gitea…
CVE-2023-45144 — Critical (CVSS 10.0): com.xwiki.identity-oauth:identity-oauth-ui is a package to aid in building identity and service providers based on…
CVE-2023-45138 — Critical (CVSS 10.0): Change Request is an pplication allowing users to request changes on a wiki without publishing the changes directly.…
CVE-2022-4361 — Critical (CVSS 10.0): Keycloak, an open-source identity and access management solution, has a cross-site scripting (XSS) vulnerability in the…

Browse all CWE-79 (Cross-site Scripting (XSS)) vulnerabilities →