BIT-tensorflow-2021-29580
See a problem?- Import Source
- https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-29580.json
- JSON Data
- https://api.osv.dev/v1/vulns/BIT-tensorflow-2021-29580
- Aliases
- Published
- 2024-03-06T11:18:44.771Z
- Modified
- 2025-05-20T10:02:07.006Z
- Summary
- Undefined behavior and `CHECK`-fail in `FractionalMaxPoolGrad`
- Details
-
TensorFlow is an end-to-end open source platform for machine learning. The implementation of
tf.raw_ops.FractionalMaxPoolGradtriggers an undefined behavior if one of the input tensors is empty. The code is also vulnerable to a denial of service attack as aCHECKcondition becomes false and aborts the process. The implementation(https://github.com/tensorflow/tensorflow/blob/169054888d50ce488dfde9ca55d91d6325efbd5b/tensorflow/core/kernels/fractionalmaxpool_op.cc#L215) fails to validate that input and output tensors are not empty and are of the same rank. Each of these unchecked assumptions is responsible for the above issues. 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": "Medium" }- References
Affected packages
Bitnami / tensorflow
Package
- Name
- tensorflow
- Purl
- pkg:bitnami/tensorflow
Severity
- 5.5 (Medium) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H CVSS Calculator