CVE-2024-34072

Summary

CVE-2024-34072 is a vulnerability affecting Amazon SageMaker's sagemaker-python-sdk library, specifically the sagemaker.base_deserializers.NumpyDeserializer module, which is used for training and deploying machine learning models. Prior to version 2.218.0, this module permits unsafe deserialization when untrusted data is passed as pickled object arrays. An attacker could exploit this vulnerability to execute remote code, cause a denial of service, or compromise data confidentiality and integrity. To mitigate this risk, users are strongly recommended to upgrade to version 2.218.0. Those unable to upgrade should avoid passing pickled numpy object arrays from untrusted sources or those that may have been tampered with.

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