BIT-tensorflow-2021-29549
See a problem?- Import Source
- https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-29549.json
- JSON Data
- https://api.test.osv.dev/v1/vulns/BIT-tensorflow-2021-29549
- Aliases
- Published
- 2024-03-06T11:19:23.653Z
- Modified
- 2024-11-27T19:40:48.342Z
- Summary
- [none]
- Details
-
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in
tf.raw_ops.QuantizedBatchNormWithGlobalNormalization. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/6f26b3f3418201479c264f2a02000880d8df151c/tensorflow/core/kernels/quantizedaddop.cc#L289-L295) computes a modulo operation without validating that the divisor is not zero. Sincevector_num_elementsis determined based on input shapes(https://github.com/tensorflow/tensorflow/blob/6f26b3f3418201479c264f2a02000880d8df151c/tensorflow/core/kernels/quantizedaddop.cc#L522-L544), a user can trigger scenarios where this quantity is 0. 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