BIT-tensorflow-2021-29522
See a problem?- Import Source
- https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-29522.json
- JSON Data
- https://api.test.osv.dev/v1/vulns/BIT-tensorflow-2021-29522
- Aliases
- Published
- 2024-03-06T11:19:57.344Z
- Modified
- 2024-11-27T19:40:48.342Z
- Summary
- [none]
- Details
-
TensorFlow is an end-to-end open source platform for machine learning. The
tf.raw_ops.Conv3DBackprop*operations fail to validate that the input tensors are not empty. In turn, this would result in a division by 0. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/a91bb59769f19146d5a0c20060244378e878f140/tensorflow/core/kernels/convgradops_3d.cc#L430-L450) does not check that the divisor used in computing the shard size is not zero. Thus, if attacker controls the input sizes, they can trigger a denial of service via a division by zero error. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range. - Database specific
{ "cpes": [ "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*" ], "severity": "Low" }- References
Affected packages
Bitnami / tensorflow
Package
- Name
- tensorflow
- Purl
- pkg:bitnami/tensorflow
Severity
- 2.5 (Low) CVSS_V3 - CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L CVSS Calculator