cve.bz

CVE-2021-37670

5.5 mediumEPSS 0.2%

Medium (5.5) in google tensorflow. EPSS 0.2% chance of exploitation in the next 30 days. Fixed in tensorflow 2.3.4, 2.4.3, 2.5.1.

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can read from outside of bounds of heap allocated data by sending specially crafted illegal arguments to `tf.raw_ops.UpperBound`. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/searchsorted_op.cc#L85-L104) does not validate the rank of `sorted_input` argument. A similar issue occurs in `tf.raw_ops.LowerBound`. We have patched the issue in GitHub commit 42459e4273c2e47a3232cc16c4f4fff3b3a35c38. 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.

Severity

CVSS 3.1

5.5 medium
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
EPSS
0.2% chance of exploitation in the next 30 days; higher than 6% of CVEs (scores of 2026-10-31)
CWE
CWE-125
Published
Modified
Record from
the NVD, synced

Affected

Packages (OSV)

AdvisoryEcosystemPackageAffectedFixed in
GHSA-9697-98pf-4rw7PyPItensorflow<2.3.42.3.4
GHSA-9697-98pf-4rw7PyPItensorflow>=2.4.0 <2.4.32.4.3
GHSA-9697-98pf-4rw7PyPItensorflow>=2.5.0 <2.5.12.5.1
GHSA-9697-98pf-4rw7PyPItensorflow-cpu<2.3.42.3.4
GHSA-9697-98pf-4rw7PyPItensorflow-cpu>=2.4.0 <2.4.32.4.3
GHSA-9697-98pf-4rw7PyPItensorflow-cpu>=2.5.0 <2.5.12.5.1
GHSA-9697-98pf-4rw7PyPItensorflow-gpu<2.3.42.3.4
GHSA-9697-98pf-4rw7PyPItensorflow-gpu>=2.4.0 <2.4.32.4.3
GHSA-9697-98pf-4rw7PyPItensorflow-gpu>=2.5.0 <2.5.12.5.1
PYSEC-2021-292PyPItensorflow>=2.3.0 <2.3.4
>=2.4.0 <2.4.3		2.3.4, 2.4.3
PYSEC-2021-583PyPItensorflow-cpu>=2.3.0 <2.3.4
>=2.4.0 <2.4.3		2.3.4, 2.4.3
PYSEC-2021-781PyPItensorflow-gpu>=2.3.0 <2.3.4
>=2.4.0 <2.4.3		2.3.4, 2.4.3

References

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