BIT-tensorflow-2021-29520
See a problem?- Import Source
- https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-29520.json
- JSON Data
- https://api.osv.dev/v1/vulns/BIT-tensorflow-2021-29520
- Aliases
- Published
- 2024-03-06T11:19:59.844Z
- Modified
- 2025-04-03T14:40:37.652Z
- Summary
- [none]
- Details
-
TensorFlow is an end-to-end open source platform for machine learning. Missing validation between arguments to
tf.raw_ops.Conv3DBackprop*operations can result in heap buffer overflows. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/4814fafb0ca6b5ab58a09411523b2193fed23fed/tensorflow/core/kernels/convgradshape_utils.cc#L94-L153) assumes that theinput,filter_sizesandout_backproptensors have the same shape, as they are accessed in parallel. 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": "High" }- References
Affected packages
Bitnami / tensorflow
Package
- Name
- tensorflow
- Purl
- pkg:bitnami/tensorflow
Severity
- 7.8 (High) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H CVSS Calculator