cve.bz

CVE-2021-37663

7.8 highEPSS 0.2%

High (7.8) 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 due to incomplete validation in `tf.raw_ops.QuantizeV2`, an attacker can trigger undefined behavior via binding a reference to a null pointer or can access data outside the bounds of heap allocated arrays. The [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/quantize_op.cc#L59) has some validation but does not check that `min_range` and `max_range` both have the same non-zero number of elements. If `axis` is provided (i.e., not `-1`), then validation should check that it is a value in range for the rank of `input` tensor and then the lengths of `min_range` and `max_range` inputs match the `axis` dimension of the `input` tensor. We have patched the issue in GitHub commit 6da6620efad397c85493b8f8667b821403516708. 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

7.8 high
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
EPSS
0.2% chance of exploitation in the next 30 days; higher than 6% of CVEs (scores of 2026-10-31)
CWE
CWE-20
Published
Modified
Record from
the NVD, synced

Affected

Packages (OSV)

AdvisoryEcosystemPackageAffectedFixed in
GHSA-g25h-jr74-qp5jPyPItensorflow<2.3.42.3.4
GHSA-g25h-jr74-qp5jPyPItensorflow>=2.4.0 <2.4.32.4.3
GHSA-g25h-jr74-qp5jPyPItensorflow>=2.5.0 <2.5.12.5.1
GHSA-g25h-jr74-qp5jPyPItensorflow-cpu<2.3.42.3.4
GHSA-g25h-jr74-qp5jPyPItensorflow-cpu>=2.4.0 <2.4.32.4.3
GHSA-g25h-jr74-qp5jPyPItensorflow-cpu>=2.5.0 <2.5.12.5.1
GHSA-g25h-jr74-qp5jPyPItensorflow-gpu<2.3.42.3.4
GHSA-g25h-jr74-qp5jPyPItensorflow-gpu>=2.4.0 <2.4.32.4.3
GHSA-g25h-jr74-qp5jPyPItensorflow-gpu>=2.5.0 <2.5.12.5.1
PYSEC-2021-285PyPItensorflow>=2.3.0 <2.3.4
>=2.4.0 <2.4.3
2.3.4, 2.4.3
PYSEC-2021-576PyPItensorflow-cpu>=2.3.0 <2.3.4
>=2.4.0 <2.4.3
2.3.4, 2.4.3
PYSEC-2021-774PyPItensorflow-gpu>=2.3.0 <2.3.4
>=2.4.0 <2.4.3
2.3.4, 2.4.3

References

Check your stackJSON