cve.bz

CVE-2022-29210

5.5 mediumEPSS 0.2%

TensorFlow is an open source platform for machine learning. In version 2.8.0, the `TensorKey` hash function used total estimated `AllocatedBytes()`, which (a) is an estimate per tensor, and (b) is a very poor hash function for constants (e.g. `int32_t`). It also tried to access individual tensor bytes through `tensor.data()` of size `AllocatedBytes()`. This led to ASAN failures because the `AllocatedBytes()` is an estimate of total bytes allocated by a tensor, including any pointed-to constructs (e.g. strings), and does not refer to contiguous bytes in the `.data()` buffer. The discoverers could not use this byte vector anyway because types such as `tstring` include pointers, whereas they needed to hash the string values themselves. This issue is patched in Tensorflow versions 2.9.0 and 2.8.1.

Severity

CVSS 3.1

5.5 medium
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
EPSS
0.2% chance of exploitation in the next 30 days; higher than 13% of CVEs (scores of 2026-10-31)
CWEs
CWE-787, CWE-120, CWE-122
Published
Modified
Record from
the NVD, synced

Affected

Packages (OSV)

AdvisoryEcosystemPackageAffectedFixed in
GHSA-hc2f-7r5r-r2hgPyPItensorflow>=2.8.0 <2.8.12.8.1
GHSA-hc2f-7r5r-r2hgPyPItensorflow-cpu>=2.8.0 <2.8.12.8.1
GHSA-hc2f-7r5r-r2hgPyPItensorflow-gpu>=2.8.0 <2.8.12.8.1
PYSEC-2026-1007PyPItensorflow-gpu>=2.8.0 <2.8.12.8.1
PYSEC-2026-3200PyPItensorflow>=2.8.0 <2.8.12.8.1
PYSEC-2026-3339PyPItensorflow-cpu>=2.8.0 <2.8.12.8.1

References

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