cve.bz

CVE-2020-15209

5.9 mediumEPSS 0.8%

Medium (5.9). EPSS 0.8% chance of exploitation in the next 30 days. Fixed in tensorflow 1.15.4, 2.0.3, 2.1.2.

In tensorflow-lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, a crafted TFLite model can force a node to have as input a tensor backed by a `nullptr` buffer. This can be achieved by changing a buffer index in the flatbuffer serialization to convert a read-only tensor to a read-write one. The runtime assumes that these buffers are written to before a possible read, hence they are initialized with `nullptr`. However, by changing the buffer index for a tensor and implicitly converting that tensor to be a read-write one, as there is nothing in the model that writes to it, we get a null pointer dereference. The issue is patched in commit 0b5662bc, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

Severity

CVSS 3.1

5.9 medium
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
EPSS
0.8% chance of exploitation in the next 30 days; higher than 56% of CVEs (scores of 2026-10-31)
CWE
CWE-476
Published
Modified
Record from
the NVD, synced

Affected

Packages (OSV)

AdvisoryEcosystemPackageAffectedFixed in
GHSA-qh32-6jjc-qprmPyPItensorflow<1.15.41.15.4
GHSA-qh32-6jjc-qprmPyPItensorflow>=2.0.0 <2.0.32.0.3
GHSA-qh32-6jjc-qprmPyPItensorflow>=2.1.0 <2.1.22.1.2
GHSA-qh32-6jjc-qprmPyPItensorflow>=2.2.0 <2.2.12.2.1
GHSA-qh32-6jjc-qprmPyPItensorflow>=2.3.0 <2.3.12.3.1
GHSA-qh32-6jjc-qprmPyPItensorflow-cpu<1.15.41.15.4
GHSA-qh32-6jjc-qprmPyPItensorflow-cpu>=2.0.0 <2.0.32.0.3
GHSA-qh32-6jjc-qprmPyPItensorflow-cpu>=2.1.0 <2.1.22.1.2
GHSA-qh32-6jjc-qprmPyPItensorflow-cpu>=2.2.0 <2.2.12.2.1
GHSA-qh32-6jjc-qprmPyPItensorflow-cpu>=2.3.0 <2.3.12.3.1
GHSA-qh32-6jjc-qprmPyPItensorflow-gpu<1.15.41.15.4
GHSA-qh32-6jjc-qprmPyPItensorflow-gpu>=2.0.0 <2.0.32.0.3
GHSA-qh32-6jjc-qprmPyPItensorflow-gpu>=2.1.0 <2.1.22.1.2
GHSA-qh32-6jjc-qprmPyPItensorflow-gpu>=2.2.0 <2.2.12.2.1
GHSA-qh32-6jjc-qprmPyPItensorflow-gpu>=2.3.0 <2.3.12.3.1
PYSEC-2020-132PyPItensorflow<1.15.4
>=2.0.0 <2.0.3
>=2.1.0 <2.1.2
>=2.2.0 <2.2.1
>=2.3.0 <2.3.1
1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1
PYSEC-2020-289PyPItensorflow-cpu<1.15.4
>=2.0.0 <2.0.3
>=2.1.0 <2.1.2
>=2.2.0 <2.2.1
>=2.3.0 <2.3.1
1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1
PYSEC-2020-324PyPItensorflow-gpu<1.15.4
>=2.0.0 <2.0.3
>=2.1.0 <2.1.2
>=2.2.0 <2.2.1
>=2.3.0 <2.3.1
1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1

References

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