cve.bz

CVE-2021-41195

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 2.4.4, 2.5.2, 2.6.1.

TensorFlow is an open source platform for machine learning. In affected versions the implementation of `tf.math.segment_*` operations results in a `CHECK`-fail related abort (and denial of service) if a segment id in `segment_ids` is large. This is similar to CVE-2021-29584 (and similar other reported vulnerabilities in TensorFlow, localized to specific APIs): the implementation (both on CPU and GPU) computes the output shape using `AddDim`. However, if the number of elements in the tensor overflows an `int64_t` value, `AddDim` results in a `CHECK` failure which provokes a `std::abort`. Instead, code should use `AddDimWithStatus`. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, 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:N/I:N/A:H
EPSS
0.2% chance of exploitation in the next 30 days; higher than 11% of CVEs (scores of 2026-10-31)
CWE
CWE-190
Published
Modified
Record from
the NVD, synced

Affected

Packages (OSV)

AdvisoryEcosystemPackageAffectedFixed in
GHSA-cq76-mxrc-vchhPyPItensorflow>=2.6.0 <2.6.12.6.1
GHSA-cq76-mxrc-vchhPyPItensorflow>=2.5.0 <2.5.22.5.2
GHSA-cq76-mxrc-vchhPyPItensorflow<2.4.42.4.4
GHSA-cq76-mxrc-vchhPyPItensorflow-cpu>=2.6.0 <2.6.12.6.1
GHSA-cq76-mxrc-vchhPyPItensorflow-cpu>=2.5.0 <2.5.22.5.2
GHSA-cq76-mxrc-vchhPyPItensorflow-cpu<2.4.42.4.4
GHSA-cq76-mxrc-vchhPyPItensorflow-gpu>=2.6.0 <2.6.12.6.1
GHSA-cq76-mxrc-vchhPyPItensorflow-gpu>=2.5.0 <2.5.22.5.2
GHSA-cq76-mxrc-vchhPyPItensorflow-gpu<2.4.42.4.4
PYSEC-2021-842PyPItensorflow<2.4.4
>=2.5.0 <2.5.2
>=2.6.0 <2.6.1
2.4.4, 2.5.2, 2.6.1
PYSEC-2021-844PyPItensorflow-cpu<2.4.4
>=2.5.0 <2.5.2
>=2.6.0 <2.6.1
2.4.4, 2.5.2, 2.6.1
PYSEC-2021-846PyPItensorflow-gpu<2.4.4
>=2.5.0 <2.5.2
>=2.6.0 <2.6.1
2.4.4, 2.5.2, 2.6.1

References

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