CVE-2022-29210

MEDIUM

TensorFlow 2.8.0 - Info Disclosure

Title source: llm
STIX 2.1

Description

TensorFlow is an open source platform for machine learning. In version 2.8.0, the `TensorKey` hash function used total estimated `AllocatedBytes()`, which (a) is an estimate per tensor, and (b) is a very poor hash function for constants (e.g. `int32_t`). It also tried to access individual tensor bytes through `tensor.data()` of size `AllocatedBytes()`. This led to ASAN failures because the `AllocatedBytes()` is an estimate of total bytes allocated by a tensor, including any pointed-to constructs (e.g. strings), and does not refer to contiguous bytes in the `.data()` buffer. The discoverers could not use this byte vector anyway because types such as `tstring` include pointers, whereas they needed to hash the string values themselves. This issue is patched in Tensorflow versions 2.9.0 and 2.8.1.

Scores

CVSS v3 5.5
EPSS 0.0005
EPSS Percentile 14.9%
Attack Vector LOCAL
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

CISA SSVC

Vulnrichment
Exploitation none
Automatable no
Technical Impact partial

Details

CWE
CWE-122 CWE-120 CWE-787
Status published
Products (4)
google/tensorflow 2.8.0
pypi/tensorflow 2.8.0 - 2.8.1PyPI
pypi/tensorflow-cpu 2.8.0 - 2.8.1PyPI
pypi/tensorflow-gpu 2.8.0 - 2.8.1PyPI
Published May 21, 2022
Tracked Since Feb 18, 2026