CVE-2025-50472 - Apache Spark - Deserialization Code Execution Vulnerability

CVE-2025-50472 - Apache Spark - Deserialization Code Execution Vulnerability

https://cvefeed.io/rssfeed/latest.atom / Fri, 08/01/2025 - 20:32
CVE ID : CVE-2025-50472
Published : Aug. 1, 2025, 4:15 p.m. | 25 minutes ago
Description : The modelscope/ms-swift library thru 2.6.1 is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_model_meta()` function of the `ModelFileSystemCache()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized `.mdl` payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine. Note that the payload file is a hidden file, making it difficult for the victim to detect tampering. More importantly, during the model training process, after the `.mdl` file is loaded and executes arbitrary code, the normal training process remains unaffected'meaning the user remains unaware of the arbitrary code execution.
Severity: 0.0 | NA
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