CVE-2024-24592Public exploitNetwork attack vector

Arbitrary file access via unauthenticated fileserver endpoints

Published Feb 6, 2024 · Updated Aug 22, 2024

Improper authentication in ClearML Server before 1.16.0 allows remote attackers to read, create, modify, or delete stored files. The fileserver accepts direct upload, download, modification, and deletion requests without validating a token or file ownership. Network reachability to the file service is sufficient, and the consequence is limited to files stored by that service.

CVSS severity9.8
Critical
EPSS probability0.98%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Improper authentication in ClearML Server before 1.16.0 allows remote attackers to read, create, modify, or delete stored files. The fileserver accepts direct upload, download, modification, and deletion requests without validating a token or file ownership. Network reachability to the file service is sufficient, and the consequence is limited to files stored by that service.

The record

CVE
CVE-2024-24592
Published
Feb 6, 2024
Updated
Aug 22, 2024
Vendor
Allegro AI
Product
ClearML
Classifications
CWE-425, CWE-287, CAPEC-87, T1190
Attack vector
network
Privileges
unauthenticated

Timeline

How it unfolded

  1. Feb 6, 2024CVE publishedPublication date reported by the CVE source.
  2. Aug 22, 2024Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

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Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=0 <=*

What conditions does exploitation require?

Attack vectornetwork
Required privilegesunauthenticated

What is affected?

Allegro AI · ClearMLversion=0 <=*

Published CVSS scores

9.8NVDCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
9.8HiddenLayerCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

Daily unique IPsNo honeypot observations are available for this CVE in the selected window.

No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectornetwork
Privilegesunauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-425Direct Request ('Forced Browsing')
CWE-287Improper Authentication
CAPEC-87Forceful Browsing
T1190Exploit Public-Facing Application

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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