High severityNVD Advisory· Published Mar 24, 2023· Updated Feb 19, 2025
TensorFlow has double free in Fractional(Max/Avg)Pool
CVE-2023-25801
Description
TensorFlow is an open source machine learning platform. Prior to versions 2.12.0 and 2.11.1, nn_ops.fractional_avg_pool_v2 and nn_ops.fractional_max_pool_v2 require the first and fourth elements of their parameter pooling_ratio to be equal to 1.0, as pooling on batch and channel dimensions is not supported. A fix is included in TensorFlow 2.12.0 and 2.11.1.
AI Insight
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Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
tensorflowPyPI | < 2.11.1 | 2.11.1 |
tensorflow-cpuPyPI | < 2.11.1 | 2.11.1 |
tensorflow-gpuPyPI | < 2.11.1 | 2.11.1 |
Affected products
5- osv-coords4 versions
< 2.12.0+ 3 more
- (no CPE)range: < 2.12.0
- (no CPE)range: < 2.11.1
- (no CPE)range: < 2.11.1
- (no CPE)range: < 2.11.1
- Range: < 2.11.1
Patches
Vulnerability mechanics
References
4- github.com/advisories/GHSA-f49c-87jh-g47qghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2023-25801ghsaADVISORY
- github.com/tensorflow/tensorflow/commit/ee50d1e00f81f62a4517453f721c634bbb478307ghsax_refsource_MISCWEB
- github.com/tensorflow/tensorflow/security/advisories/GHSA-f49c-87jh-g47qghsax_refsource_CONFIRMWEB
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