TensorFlow is an end-to-end open source platform for machine learning. The implementations of the `Minimum` and `Maximum` TFLite operators can be used to read data outside of bounds of heap allocated objects, if any of the two input tensor arguments are empty. This is because the broadcasting implementation(https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/maximum_minimum.h#L52-L56) indexes in both tensors with the same index but does not validate that the index is within bounds. 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.
References
Link | Resource |
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https://github.com/tensorflow/tensorflow/commit/953f28dca13c92839ba389c055587cfe6c723578 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-24x6-8c7m-hv3f | Exploit Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/953f28dca13c92839ba389c055587cfe6c723578 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-24x6-8c7m-hv3f | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:01
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/commit/953f28dca13c92839ba389c055587cfe6c723578 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-24x6-8c7m-hv3f - Exploit, Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : 3.6
v3 : 2.5 |
Information
Published : 2021-05-14 20:15
Updated : 2024-11-21 06:01
NVD link : CVE-2021-29590
Mitre link : CVE-2021-29590
CVE.ORG link : CVE-2021-29590
JSON object : View
Products Affected
- tensorflow
CWE
CWE-125
Out-of-bounds Read