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.
References
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:58
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119 - Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 - Exploit, Patch, Third Party Advisory |
Information
Published : 2022-05-20 22:16
Updated : 2024-11-21 06:58
NVD link : CVE-2022-29198
Mitre link : CVE-2022-29198
CVE.ORG link : CVE-2022-29198
JSON object : View
Products Affected
- tensorflow
CWE
CWE-20
Improper Input Validation