CVE-2020-15196

In Tensorflow version 2.3.0, the `SparseCountSparseOutput` and `RaggedCountSparseOutput` implementations don't validate that the `weights` tensor has the same shape as the data. The check exists for `DenseCountSparseOutput`, where both tensors are fully specified. In the sparse and ragged count weights are still accessed in parallel with the data. But, since there is no validation, a user passing fewer weights than the values for the tensors can generate a read from outside the bounds of the heap buffer allocated for the weights. The issue is patched in commit 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and is released in TensorFlow version 2.3.1.
Configurations

Configuration 1 (hide)

cpe:2.3:a:google:tensorflow:2.3.0:*:*:*:-:*:*:*

History

21 Nov 2024, 05:05

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 - Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 - Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pg59-2f92-5cph - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pg59-2f92-5cph - Exploit, Third Party Advisory
CVSS v2 : 6.5
v3 : 9.9
v2 : 6.5
v3 : 8.5

Information

Published : 2020-09-25 19:15

Updated : 2024-11-21 05:05


NVD link : CVE-2020-15196

Mitre link : CVE-2020-15196

CVE.ORG link : CVE-2020-15196


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-119

Improper Restriction of Operations within the Bounds of a Memory Buffer

CWE-122

Heap-based Buffer Overflow

CWE-125

Out-of-bounds Read