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 |
Configurations
Configuration 1 (hide)
|
History
10 Feb 2022, 01:28
| Type | Values Removed | Values Added |
|---|---|---|
| CPE | cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:* |
|
| First Time |
Google tensorflow
|
|
| CVSS |
v2 : v3 : |
v2 : 5.0
v3 : 6.5 |
| References | (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/dependency_optimizer.cc#L59-L98 - Exploit, Third Party Advisory | |
| References | (MISC) https://github.com/tensorflow/tensorflow/commit/92dba16749fae36c246bec3f9ba474d9ddeb7662 - Patch, Third Party Advisory | |
| References | (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5f2r-qp73-37mr - Patch, Third Party Advisory |
04 Feb 2022, 23:28
| Type | Values Removed | Values Added |
|---|---|---|
| New CVE |
Information
Published : 2022-02-04 23:15
Updated : 2023-12-10 14:09
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