CVE-2020-15199

MEDIUM

Tensorflow <2.3.1 - Code Injection

Title source: llm
STIX 2.1

Description

In Tensorflow before version 2.3.1, the `RaggedCountSparseOutput` does not validate that the input arguments form a valid ragged tensor. In particular, there is no validation that the `splits` tensor has the minimum required number of elements. Code uses this quantity to initialize a different data structure. Since `BatchedMap` is equivalent to a vector, it needs to have at least one element to not be `nullptr`. If user passes a `splits` tensor that is empty or has exactly one element, we get a `SIGABRT` signal raised by the operating system. The issue is patched in commit 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and is released in TensorFlow version 2.3.1.

References (3)

Core 3

Scores

CVSS v3 5.9
EPSS 0.0024
EPSS Percentile 46.9%
Attack Vector NETWORK
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H

Details

CWE
CWE-20
Status published
Products (4)
google/tensorflow 2.3.0
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