Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `SafeToRemoveIdentity` would trigger `CHECK` failures. 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
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/dependency_optimizer.cc#L59-L98 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/92dba16749fae36c246bec3f9ba474d9ddeb7662 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5f2r-qp73-37mr | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/dependency_optimizer.cc#L59-L98 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/92dba16749fae36c246bec3f9ba474d9ddeb7662 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5f2r-qp73-37mr | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:48
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/dependency_optimizer.cc#L59-L98 - Exploit, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/92dba16749fae36c246bec3f9ba474d9ddeb7662 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5f2r-qp73-37mr - Patch, Third Party Advisory |
Information
Published : 2022-02-04 23:15
Updated : 2024-11-21 06:48
NVD link : CVE-2022-23579
Mitre link : CVE-2022-23579
CVE.ORG link : CVE-2022-23579
JSON object : View
Products Affected
- tensorflow
CWE
CWE-617
Reachable Assertion