Denial of Service and Data Model Poisoning via URL Encoding in mlflow/mlflow
Default status is the baseline for the product, each version can override it (e.g. patched versions marked unaffected).
| Vendor | Product | Default status | Versions | ||||||
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| mlflow | mlflow/mlflow | affected |
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No data.
No data available yet.
| Source | ID | Title |
|---|---|---|
EUVD |
EUVD-2024-1979 | A vulnerability in mlflow/mlflow version 2.11.1 allows attackers to create multiple models with the same name by exploiting URL encoding. This flaw can lead to Denial of Service (DoS) as an authenticated user might not be able to use the intended model, as it will open a different model each time. Additionally, an attacker can exploit this vulnerability to perform data model poisoning by creating a model with the same name, potentially causing an authenticated user to become a victim by using the poisoned model. The issue stems from inadequate validation of model names, allowing for the creation of models with URL-encoded names that are treated as distinct from their URL-decoded counterparts. |
Github GHSA |
GHSA-8f8q-q2j7-7j2m | Undefined Behavior in mlflow |
No CVSS v4.0
No CVSS v2
This CVE is not in the KEV list.
Exploit prediction score: < 1% (0.442% probability within 30 days)
Key SSVC decision points have not yet been added.
| Type | Values Removed | Values Added |
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| Metrics |
epss
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epss
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| Type | Values Removed | Values Added |
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| First Time appeared |
Lfprojects
Lfprojects mlflow |
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| Weaknesses | NVD-CWE-Other | |
| CPEs | cpe:2.3:a:lfprojects:mlflow:-:*:*:*:*:*:*:* | |
| Vendors & Products |
Lfprojects
Lfprojects mlflow |
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| Metrics |
cvssV3_1
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