In mlflow/mlflow version 2.17.2, the `/graphql` endpoint is vulnerable to a denial of service attack. An attacker can create large batches of queries that repeatedly request all runs from a given experiment. This can tie up all the workers allocated by MLFlow, rendering the application unable to respond to other requests. This vulnerability is due to uncontrolled resource consumption.
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Wed, 02 Apr 2025 16:30:00 +0000
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Weaknesses | NVD-CWE-noinfo | |
CPEs | cpe:2.3:a:lfprojects:mlflow:2.17.2:*:*:*:*:*:*:* | |
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Lfprojects
Lfprojects mlflow |
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cvssV3_1
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Thu, 20 Mar 2025 16:15:00 +0000
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ssvc
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Thu, 20 Mar 2025 10:15:00 +0000
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Description | In mlflow/mlflow version 2.17.2, the `/graphql` endpoint is vulnerable to a denial of service attack. An attacker can create large batches of queries that repeatedly request all runs from a given experiment. This can tie up all the workers allocated by MLFlow, rendering the application unable to respond to other requests. This vulnerability is due to uncontrolled resource consumption. | |
Title | Denial of Service through Batched Queries in GraphQL in mlflow/mlflow | |
Weaknesses | CWE-400 | |
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cvssV3_0
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Status: PUBLISHED
Assigner: @huntr_ai
Published:
Updated: 2025-03-20T15:51:25.860Z
Reserved: 2025-01-13T23:25:07.844Z
Link: CVE-2025-0453

Updated: 2025-03-20T15:51:21.858Z

Status : Analyzed
Published: 2025-03-20T10:15:53.017
Modified: 2025-04-02T16:10:48.930
Link: CVE-2025-0453

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