CVE-2022-29202
MEDIUMTensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments....
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
Severity & Risk
Recommended Action
No patch available
Monitor for updates. Consider compensating controls or temporary mitigations.
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD Description
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H References
- github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py 3rd Party
- github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e Patch 3rd Party
- github.com/tensorflow/tensorflow/issues/55199 Issue Patch 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c Exploit Patch 3rd Party
- github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py 3rd Party
- github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e Patch 3rd Party
- github.com/tensorflow/tensorflow/issues/55199 Issue Patch 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release 3rd Party
- github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c Exploit Patch 3rd Party