TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can generate undefined behavior via a reference binding to nullptr in `BoostedTreesCalculateBestGainsPerFeature` and similar attack can occur in `BoostedTreesCalculateBestFeatureSplitV2`. The [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/boosted_trees/stats_ops.cc) does not validate the input values. We have patched the issue in GitHub commit 9c87c32c710d0b5b53dc6fd3bfde4046e1f7a5ad and in commit 429f009d2b2c09028647dd4bb7b3f6f414bbaad7. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/429f009d2b2c09028647dd4bb7b3f6f414bbaad7 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/9c87c32c710d0b5b53dc6fd3bfde4046e1f7a5ad | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f5cx-5wr3-5qrc | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/429f009d2b2c09028647dd4bb7b3f6f414bbaad7 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/9c87c32c710d0b5b53dc6fd3bfde4046e1f7a5ad | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f5cx-5wr3-5qrc | Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:15
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/commit/429f009d2b2c09028647dd4bb7b3f6f414bbaad7 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/9c87c32c710d0b5b53dc6fd3bfde4046e1f7a5ad - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f5cx-5wr3-5qrc - Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : 4.6
v3 : 7.1 |
Information
Published : 2021-08-12 21:15
Updated : 2024-11-21 06:15
NVD link : CVE-2021-37662
Mitre link : CVE-2021-37662
CVE.ORG link : CVE-2021-37662
JSON object : View
Products Affected
- tensorflow
CWE
CWE-824
Access of Uninitialized Pointer