CVE-2020-15198

MEDIUM

Tensorflow <2.3.1 - Buffer Overflow

Title source: llm
STIX 2.1

Description

In Tensorflow before version 2.3.1, the `SparseCountSparseOutput` implementation does not validate that the input arguments form a valid sparse tensor. In particular, there is no validation that the `indices` tensor has the same shape as the `values` one. The values in these tensors are always accessed in parallel. Thus, a shape mismatch can result in accesses outside the bounds of heap allocated buffers. The issue is patched in commit 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and is released in TensorFlow version 2.3.1.

References (3)

Core 3

Scores

CVSS v3 5.4
EPSS 0.0017
EPSS Percentile 37.7%
Attack Vector NETWORK
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:C/C:L/I:L/A:N

Details

CWE
CWE-119 CWE-122
Status published
Products (4)
google/tensorflow 2.3.0 - 2.3.1
pypi/tensorflow 2.3.0 - 2.3.1PyPI
pypi/tensorflow-cpu 2.3.0 - 2.3.1PyPI
pypi/tensorflow-gpu 2.3.0 - 2.3.1PyPI
Published Sep 25, 2020
Tracked Since Feb 18, 2026