Cyber Resilience

CVE-2024-24593

CriticalPublic PoC

Published: 06 February 2024

Published
06 February 2024
Modified
21 November 2024
KEV Added
—
Patch
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CVSS Score v3.1 9.6 CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H
EPSS Score 0.0042 62.4th percentile
Risk Priority 19 60% EPSS · 20% KEV · 20% CVSS

Summary

CVE-2024-24593 is a critical-severity CSRF (CWE-352) vulnerability in Clear Clearml. Its CVSS base score is 9.6 (Critical).

Operationally, exploitation aligns with the MITRE ATT&CK technique Exploit Public-Facing Application (T1190); ranked in the top 37.6% of CVEs by exploit likelihood; 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

Vulnerability details

A cross-site request forgery (CSRF) vulnerability in all versions up to 1.14.1 of the api server component of Allegro AI’s ClearML platform allows a remote attacker to impersonate a user by sending API requests via maliciously crafted html. Exploitation of…

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the vulnerability allows an attacker to compromise confidential workspaces and files, leak sensitive information, and target instances of the ClearML platform within closed off networks.

CWE(s)
CWE-352

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, models, and workflows, fitting the 'Other Platforms' category as it is not a framework, library, or specialized AI tool like NLP or CV.

Related Threats

MITRE ATT&CK Enterprise TechniquesAI

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 →
T1210 Exploitation of Remote Services Lateral Movement
Adversaries may exploit remote services to gain unauthorized access to internal systems once inside of a network.
attack.mitre.org →
T1213 Data from Information Repositories Collection
Adversaries may leverage information repositories to mine valuable information.
attack.mitre.org →
T1684.001 Impersonation Stealth
Adversaries may impersonate a trusted person or organization in order to persuade and trick a target into performing some action on their behalf.
attack.mitre.org →
Why these techniques?

CSRF vulnerability (CVE-2024-24593) in ClearML API server enables exploitation of public-facing or remote services (T1190, T1210), user impersonation to perform unauthorized actions (T1656), and leaking sensitive information from workspaces/files treated as information repositories (T1213).

MITRE ATLAS TechniquesAI

MITRE ATLAS techniques

AML.T0010: AI Supply Chain CompromiseAML.T0016: Obtain CapabilitiesAML.T0024: Exfiltration via AI Inference APIAML.T0040: AI Model Inference API Access

Affected Assets

clear
clearml
≤ 1.14.1

Mitigating Controls

Likely Mitigating Controls AI

Per-CVE control mapping for this CVE has not run yet; the list below is derived from the weakness types (CWEs) cited in the NVD entry.

AT-2 Literacy Training and Awareness
addresses: CWE-352

Awareness training educates users on avoiding untrusted links and actions that can be exploited via CSRF.

IA-11 Re-authentication
addresses: CWE-352

Requiring user re-entry of credentials for sensitive actions prevents automated forgery of requests without active user participation.

PM-14 Testing, Training, and Monitoring
addresses: CWE-352

Security testing regimens explicitly include checks for missing or ineffective anti-CSRF protections in web applications.

SI-4 System Monitoring
addresses: CWE-352

Detects anomalous request patterns consistent with cross-site request forgery.

References