High severityNVD Advisory· Published Mar 24, 2023· Updated Feb 19, 2025
TensorFlow has Segfault in Bincount with XLA
CVE-2023-25675
Description
TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2.11.1 with XLA, tf.raw_ops.Bincount segfaults when given a parameter weights that is neither the same shape as parameter arr nor a length-0 tensor. A fix is included in TensorFlow 2.12.0 and 2.11.1.
AI Insight
LLM-synthesized narrative grounded in this CVE's description and references.
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-7x4v-9gxg-9hwjghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2023-25675ghsaADVISORY
- github.com/tensorflow/tensorflow/commit/8ae76cf085f4be26295d2ecf2081e759e04b8acfghsax_refsource_MISCWEB
- github.com/tensorflow/tensorflow/security/advisories/GHSA-7x4v-9gxg-9hwjghsax_refsource_CONFIRMWEB
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