CVE-2022-23581
- Source
- https://cve.org/CVERecord?id=CVE-2022-23581
- Import Source
- https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-23581.json
- JSON Data
- https://api.osv.dev/v1/vulns/CVE-2022-23581
- Aliases
- Downstream
- Related
- Published
- 2022-02-04T22:32:24Z
- Modified
- 2026-10-21T08:14:14Z
- Severity
-
- 6.5 (Medium) CVSS_V3 - CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H CVSS Calculator
- Summary
- `CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow
- Details
-
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
SavedModelsuch thatIsSimplifiableReshapewould triggerCHECKfailures. 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. - Database specific
{ "cna_assigner": "GitHub_M", "cwe_ids": [ "CWE-617" ], "osv_generated_from": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23581.json" }- References
-
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742
- https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23581.json
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c
- https://nvd.nist.gov/vuln/detail/CVE-2022-23581
- https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082
- https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6
- https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1
Affected packages
Git / github.com/tensorflow/tensorflow
Affected ranges
- Type
- GIT
- Repo
- https://github.com/tensorflow/tensorflow
- Events
-
Introduced0 Unknown introduced commit / All previous commits are affectedLast AffectedIntroducedLast AffectedIntroducedFixedFixedFixed
- Database specific
-
Show details
{ "extracted_events": [ { "cpe": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*", "range": [ { "introduced": "0" }, { "last_affected": "2.5.2" } ], "source": "CPE_RANGE" }, { "cpe": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*", "range": [ { "introduced": "2.6.0" }, { "last_affected": "2.6.2" } ], "source": "CPE_RANGE" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*", "range": [ { "introduced": "2.7.0" }, { "last_affected": "2.7.0" } ], "source": "CPE_STRING" }, { "range": [ { "fixed": "1fb27733f943295d874417630edd3b38b34ce082" } ], "source": "REFERENCES_COMMIT" }, { "range": [ { "fixed": "240655511cd3e701155f944a972db71b6c0b1bb6" } ], "source": "REFERENCES_COMMIT" }, { "range": [ { "fixed": "ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1" } ], "source": "REFERENCES_COMMIT" } ] }
Affected versions
0.*
0.5.0
0.6.0
2.*
2.7.0
v1.*
v1.1.0-rc1
v1.1.0-rc2
v1.12.1
v1.6.0-rc1
v1.9.0-rc2
v2.*
v2.5.0
v2.5.0-rc0
v2.5.0-rc1
v2.5.0-rc2
v2.5.0-rc3
v2.5.1
v2.5.2
v2.6.0
v2.6.1
v2.6.2
Database specific
source
"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-23581.json"
vanir_signatures
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vanir_signatures_modified
"2026-10-21T08:14:14Z"