CVE-2024-2213
Zenml ≤ 0.56.3
Raw vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:L/A:NSummary
CVE-2024-2213 is a low-severity Unverified Password Change (CWE-620) vulnerability in Zenml Zenml. Its CVSS base score is 3.3 (Low).
Operationally, exploitation aligns with the MITRE ATT&CK technique Account Manipulation (T1098); ranked at the 16th percentile by exploit likelihood (below the median); 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 AI Platforms; in the Other ATLAS/OWASP Terms risk domain.
The strongest mitigations our analysis identified map to IA-11 (Re-authentication) and IA-5 (Authenticator Management) — see the control section below for these in your framework.
OWASP Top 10 for Web (2025)
EU & UK References
- 🇪🇺 ENISA EUVD: EUVD-2024-0197
Vulnerability Data
An issue was discovered in zenml-io/zenml versions up to and including 0.55.4. Due to improper authentication mechanisms, an attacker with access to an active user session can change the account password without needing to know the current password. This vulnerability…
more
allows for unauthorized account takeover by bypassing the standard password change verification process. The issue was fixed in version 0.56.3.
- CWE(s)
AI Security AnalysisAI
- AI Category
- Other AI Platforms
- Risk Domain
- Other ATLAS/OWASP Terms
- OWASP Top 10 for LLMs 2025
- None mapped
- Classification Reason
- ZenML is an open-source MLOps framework for managing ML pipelines across the lifecycle, fitting under 'Other Platforms' as an AI/ML operations platform. The vulnerability is in its authentication system, reported via an AI/ML bug bounty platform.
Related Threats
MITRE ATT&CK Enterprise Techniques
CVEs Like This One
Affected Assets
Mitigating Controls
Mitigating Controls (NIST 800-53 r5) AI
Re-authentication explicitly requires users to prove identity before performing sensitive actions such as password changes.
Authenticator management requires identity verification during password distribution and changes, directly stopping unverified password updates.
Mitigating Controls (NIST CSF 2.0) AI
Derived directly from the weakness types (CWEs) cited in the NVD entry via our AI-authored CWE→CSF cross-walk (authority under review) — links open the control.
Mitigating Controls (ISO/IEC 27001:2022 Annex A) AI
Derived directly from the weakness types (CWEs) cited in the NVD entry via our AI-authored CWE→ISO cross-walk (authority under review) — links open the control.
Requires secure management of authentication information, directly addressing the need to verify the original password before allowing a change.
Mandates secure authentication mechanisms, which include verifying existing credentials before permitting password changes.
Identity management processes can incorporate verification steps, but the control itself does not explicitly require password-change verification.
Information access restriction can be strengthened by password verification, yet the control focuses on access rights rather than change procedures.