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AVID-2026-R1437
Description
Vulnerability CVE-2024-24591
Details
A path traversal vulnerability in versions 1.4.0 to 1.14.1 of the client SDK of Allegro AI’s ClearML platform enables a maliciously uploaded dataset to write local or remote files to an arbitrary location on an end user’s system when interacted with.
Reason for inclusion in AVID: CVE-2024-24591 describes a path traversal vulnerability in the Allegro AI ClearML client SDK (AI tooling) that allows a maliciously uploaded dataset to write files to arbitrary locations on the end user system. This directly concerns software components used in AI pipelines (data/feature handling, ML tooling) and represents a security vulnerability within a software supply chain context for general-purpose AI systems. The report provides explicit vulnerability details (affected versions, vulnerability type, impact) sufficient for AVID curation.
References
- NVD entry
- https://hiddenlayer.com/research/not-so-clear-how-mlops-solutions-can-muddy-the-waters-of-your-supply-chain/
Affected or Relevant Artifacts
- Developer: Allegro.AI
- Deployer: Allegro.AI
- Artifact Details:
| Type | Name |
|---|---|
| System | ClearML |
Impact
AVID Taxonomy Categorization
- Risk domains: Security
- SEP subcategories: S0100: Software Vulnerability
- Lifecycle stages: L06: Deployment
CVSS
| Version | 3.1 |
| Vector String | CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H |
| Base Score | 8.0 |
| Base Severity | 🔴 High |
| Attack Vector | NETWORK |
| Attack Complexity | 🟢 Low |
| Privileges Required | 🟢 Low |
| User Interaction | REQUIRED |
| Scope | UNCHANGED |
| Confidentiality Impact | 🔴 High |
| Integrity Impact | 🔴 High |
| Availability Impact | 🔴 High |
CWE
| ID | Description |
|---|---|
| CWE-22 | CWE-22 Improper Limitation of a Pathname to a Restricted Directory (‘Path Traversal’) |
Other information
- Report Type: Advisory
- Credits:
- Date Reported: 2024-02-06
- Version: 0.3.3
- AVID Entry