Tensorflow is an Open Source Machine Learning Framework. The `simplifyBroadcast` function in the MLIR-TFRT infrastructure in TensorFlow is vulnerable to a segfault (hence, denial of service), if called with scalar shapes. If all shapes are scalar, then `maxRank` is 0, so we build an empty `SmallVector`. The fix will be included in TensorFlow 2.8.0. This is the only affected version.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/compiler/mlir/tfrt/jit/transforms/tf_cpurt_symbolic_shape_optimization.cc#L149-L205 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/35f0fabb4c178253a964d7aabdbb15c6a398b69a | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gwcx-jrx4-92w2 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/compiler/mlir/tfrt/jit/transforms/tf_cpurt_symbolic_shape_optimization.cc#L149-L205 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/35f0fabb4c178253a964d7aabdbb15c6a398b69a | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gwcx-jrx4-92w2 | Patch Third Party Advisory |
Configurations
History
21 Nov 2024, 06:48
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/compiler/mlir/tfrt/jit/transforms/tf_cpurt_symbolic_shape_optimization.cc#L149-L205 - Exploit, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/35f0fabb4c178253a964d7aabdbb15c6a398b69a - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gwcx-jrx4-92w2 - Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : 5.0
v3 : 5.9 |
Information
Published : 2022-02-04 23:15
Updated : 2024-11-21 06:48
NVD link : CVE-2022-23593
Mitre link : CVE-2022-23593
CVE.ORG link : CVE-2022-23593
JSON object : View
Products Affected
- tensorflow
CWE
CWE-754
Improper Check for Unusual or Exceptional Conditions