CVE-2024-24592
Published: 06 February 2024
Summary
CVE-2024-24592 is a critical-severity Forced Browsing (CWE-425) vulnerability in Clear Clearml. Its CVSS base score is 9.8 (Critical).
Operationally, exploitation aligns with the MITRE ATT&CK technique Data from Network Shared Drive (T1039); ranked in the top 24.1% 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 Supply Chain and Deployment risk domain; MITRE ATLAS techniques in scope: Obtain Capabilities (AML.T0016), AI Supply Chain Compromise (AML.T0010), Exfiltration via AI Inference API (AML.T0024).
EU & UK References
- 🇪🇺 ENISA EUVD: EUVD-2024-21994
Vulnerability details
Lack of authentication in all versions of the fileserver component of Allegro AI’s ClearML platform allows a remote attacker to arbitrarily access, create, modify and delete files.
- CWE(s)
AI Security AnalysisAI
- AI Category
- Other Platforms
- Risk Domain
- Supply Chain and Deployment
- OWASP Top 10 for LLMs 2025
- None mapped
- Classification Reason
- ClearML is a scalable MLOps platform for managing ML projects, datasets, experiments, and models, with the vulnerability in its fileserver component used for storing ML artifacts.
Related Threats
MITRE ATT&CK Enterprise TechniquesAI
Why these techniques?
Unauthenticated access to the fileserver enables arbitrary remote file read (T1039 data from network shared drive), write/upload (T1105 ingress tool transfer), delete (T1070.004 file deletion), exploiting the public-facing service (T1190).
MITRE ATLAS TechniquesAI
MITRE ATLAS techniques
Affected Assets
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.
Decoy authentication surfaces detect bypass attempts and deflect real credential attacks through observable malicious interactions.
Forcing a decision on every access request, including direct ones, reduces the exploitability of forced browsing by ensuring no unchecked access paths.
Forces all accesses through the reference monitor, preventing direct or forced requests that bypass checks.
Enforcing access for all logical requests prevents unauthorized direct access to protected resources.
Displaying the notification before further access on public systems prevents direct resource requests from bypassing the required system use terms and consent.
Detects unauthorized successful logons resulting from improper authentication implementations.
Documented procedures ensure personnel are trained on authentication mechanisms, tangibly lowering the risk of improper authentication being exploited.
Security awareness training instructs users on secure authentication practices and avoiding credential compromise.