CVE-2024-24590Public exploitNetwork attack vector

Code execution via unsafe Artifact.get pickle loading

Published Feb 6, 2024 · Updated Jun 17, 2025

Deserialization in Allegro AI ClearML client SDK 0.17.0 through 1.14.2 allows remote authenticated users to execute code via an artifact. Artifact.get downloads an attacker-supplied pickle and passes it to Python's pickle loader, which invokes embedded reconstruction code without validation. The attacker must upload the artifact to a reachable project, and code runs only when a user retrieves the artifact into memory.

CVSS severity8.8
High
EPSS probability2.47%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Deserialization in Allegro AI ClearML client SDK 0.17.0 through 1.14.2 allows remote authenticated users to execute code via an artifact. Artifact.get downloads an attacker-supplied pickle and passes it to Python's pickle loader, which invokes embedded reconstruction code without validation. The attacker must upload the artifact to a reachable project, and code runs only when a user retrieves the artifact into memory.

The record

CVE
CVE-2024-24590
Published
Feb 6, 2024
Updated
Jun 17, 2025
Vendor
Allegro AI
Product
ClearML
Classifications
CWE-502, T1204.002
Attack vector
network
Privileges
authenticated

Timeline

How it unfolded

  1. Feb 6, 2024CVE publishedPublication date reported by the CVE source.
  2. Jun 17, 2025Record 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=0.17.0 <1.14.3

What conditions does exploitation require?

Attack vectornetwork
Required privilegesauthenticated

What is affected?

Allegro AI · ClearMLversion=0.17.0 <1.14.3

Published CVSS scores

8.0HiddenLayerCVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H
8.8GitHubCVSS:3.1/AV:N/AC:L/PR:N/UI:R/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.

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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
Privilegesauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-502Deserialization of Untrusted Data
T1204.002User Execution: Malicious File

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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