CVE-2020-15201

MEDIUM

Tensorflow <2.3.1 - Buffer Overflow

Title source: llm
STIX 2.1

Description

In Tensorflow before version 2.3.1, the `RaggedCountSparseOutput` implementation does not validate that the input arguments form a valid ragged tensor. In particular, there is no validation that the values in the `splits` tensor generate a valid partitioning of the `values` tensor. Hence, the code is prone to heap buffer overflow. If `split_values` does not end with a value at least `num_values` then the `while` loop condition will trigger a read outside of the bounds of `split_values` once `batch_idx` grows too large. The issue is patched in commit 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and is released in TensorFlow version 2.3.1.

References (3)

Core 3

Scores

CVSS v3 4.8
EPSS 0.0019
EPSS Percentile 41.2%
Attack Vector NETWORK
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:L/I:L/A:N

Details

CWE
CWE-20 CWE-122 CWE-787
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