CVE-2021-37678

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TensorFlow and Keras can be tricked to perform arbitrary code execution when deserializing a Keras model from YAML format. The implementation uses yaml.unsafeload which can perform arbitrary code execution...

CVE-2024-6960

The H2O machine learning platform uses "Iced" classes as the primary means of moving Java Objects around the cluster. The Iced format supports inclusion of serialized Java objects. When a model is deserialized, any class is allowed to be deserialized no class whitelist. An attacker can construct ...

CVE-2024-11394

Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in th...

CVE-2024-11393

Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability...

CVE-2024-11394

Summary of affected IBM products and CVEs (CVE-2024-11392 / 11393 / 11394) Multiple IBM security bulletins report that Hugging Face Transformers deserialization vulnerabilities may allow remote code execution (RCE) when user-supplied model files are deserialized without proper validation. The CVE...

CVE-2024-11393

CVE-2024-11393 (MaskFormer) is a deserialization-based remote code execution in Hugging Face Transformers. The issue arises from untrusted data in model file parsing, enabling code execution on the caller’s context after user interaction. Public advisories in connected IBM/IBM Cloud Pak for Data ...

CVE-2024-11393 Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability

Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability...

Remote Code Execution via Model Deserialization on /api/v2/models/install API

Summary I have identified a critical vulnerability leading to remote code execution in the /api/v2/models/install API through unsafe model deserialization. The API allows users to specify a model URL, which is downloaded and loaded server-side using torch.load without proper validation. This...

PYSEC-2021-300

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TensorFlow and Keras can be tricked to perform arbitrary code execution when deserializing a Keras model from YAML format. The implementation uses yaml.unsafeload which can perform arbitrary code execution...