Tensorflow is an Open Source Machine Learning Framework. The implementations of `Sparse*Cwise*` ops are vulnerable to integer overflows. These can be used to trigger large allocations (so, OOM based denial of service) or `CHECK`-fails when building new `TensorShape` objects (so, assert failures based denial of service). We are missing some validation on the shapes of the input tensors as well as directly constructing a large `TensorShape` with user-provided dimensions. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
References
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:48
Type | Values Removed | Values Added |
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References | () https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_dense_binary_op_shared.cc - Exploit, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/1b54cadd19391b60b6fcccd8d076426f7221d5e8 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/e952a89b7026b98fe8cbe626514a93ed68b7c510 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rrx2-r989-2c43 - Patch, Third Party Advisory |
Information
Published : 2022-02-03 12:15
Updated : 2024-11-21 06:48
NVD link : CVE-2022-23567
Mitre link : CVE-2022-23567
CVE.ORG link : CVE-2022-23567
JSON object : View
Products Affected
- tensorflow
CWE
CWE-190
Integer Overflow or Wraparound