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
Link | Resource |
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https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119 | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 | Release Notes Third Party Advisory |
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 | Release Notes Third Party Advisory |
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 | Release Notes Third Party Advisory |
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 | Release Notes Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
27 May 2022, 00:02
Type | Values Removed | Values Added |
---|---|---|
CPE | cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:* |
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CVSS |
v2 : v3 : |
v2 : 2.1
v3 : 5.5 |
References | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory | |
References | (MISC) 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 | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory | |
References | (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93 - Exploit, Patch, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11 - Patch, Third Party Advisory |
20 May 2022, 22:59
Type | Values Removed | Values Added |
---|---|---|
New CVE |
Information
Published : 2022-05-20 22:16
Updated : 2024-02-04 22:29
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