CVE-2020-15207

HIGH

TensorFlow-Lite <2.3.1 - Memory Corruption

Title source: llm
STIX 2.1

Description

In tensorflow-lite before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, to mimic Python's indexing with negative values, TFLite uses `ResolveAxis` to convert negative values to positive indices. However, the only check that the converted index is now valid is only present in debug builds. If the `DCHECK` does not trigger, then code execution moves ahead with a negative index. This, in turn, results in accessing data out of bounds which results in segfaults and/or data corruption. The issue is patched in commit 2d88f470dea2671b430884260f3626b1fe99830a, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.

References (4)

Core 4
Core References
Third Party Advisory x_refsource_misc
https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1
Mailing List, Third Party Advisory vendor-advisory x_refsource_suse
http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html

Scores

CVSS v3 8.7
EPSS 0.0141
EPSS Percentile 80.6%
Attack Vector NETWORK
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:N/I:H/A:H

Details

CWE
CWE-119 CWE-787
Status published
Products (5)
google/tensorflow < 1.15.4
opensuse/leap 15.2
pypi/tensorflow 0 - 1.15.4PyPI
pypi/tensorflow-cpu 0 - 1.15.4PyPI
pypi/tensorflow-gpu 0 - 1.15.4PyPI
Published Sep 25, 2020
Tracked Since Feb 18, 2026