Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceeds to the `ValueOrDie` line. This results in an assertion failure as `ret` contains an error `Status`, not a value. In the second case we also get a crash due to the assertion failure. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.
References
Link | Resource |
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https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
13 Jul 2023, 14:28
Type | Values Removed | Values Added |
---|---|---|
CWE | CWE-617 |
10 Feb 2022, 16:17
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 4.0
v3 : 6.5 |
CPE | cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* |
|
References | (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j - Patch, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b - Patch, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174 - Exploit, Third Party Advisory |
04 Feb 2022, 23:28
Type | Values Removed | Values Added |
---|---|---|
New CVE |
Information
Published : 2022-02-04 23:15
Updated : 2024-02-04 22:08
NVD link : CVE-2022-23572
Mitre link : CVE-2022-23572
CVE.ORG link : CVE-2022-23572
JSON object : View
Products Affected
- tensorflow