LLMMedium
CVE-2022-29198: TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, a…
- Occurred
- May 20, 2022
- Published
- May 20, 2022
- Source
- NVD CVE
Summary
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.SparseTensorToCSRSparseMatrix` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. The code assumes `dense_shape` is a vector and `indices` is a matrix (as part of requirements for sparse tensors) but there is no validation for this. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Tags
- CVE
- CVE-2022-29198
- cvss:MEDIUM
Classification
Category confidence: 85%
Severity confidence: 90%
Rationale: CVE describes a denial of service vulnerability in TensorFlow ML library, not an AI safety incident involving autonomous agents or physical harm.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8