Loading HuntDB...

CVE-2021-41224

HIGH
Published 2021-11-05T20:20:11
Actions:

Expert Analysis

Professional remediation guidance

Get tailored security recommendations from our analyst team for CVE-2021-41224. We'll provide specific mitigation strategies based on your environment and risk profile.

CVSS Score

V3.1
7.1
/10
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
Base Score Metrics
Exploitability: N/A Impact: N/A

EPSS Score

v2025.03.14
0.000
probability
of exploitation in the wild

There is a 0.0% chance that this vulnerability will be exploited in the wild within the next 30 days.

Updated: 2025-06-25
Exploit Probability
Percentile: 0.030
Higher than 3.0% of all CVEs

Attack Vector Metrics

Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED

Impact Metrics

Confidentiality
HIGH
Integrity
NONE
Availability
HIGH

Description

TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseFillEmptyRows` can be made to trigger a heap OOB access. This occurs whenever the size of `indices` does not match the size of `values`. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

Available Exploits

No exploits available for this CVE.

Related News

No news articles found for this CVE.

Affected Products

GitHub Security Advisories

Community-driven vulnerability intelligence from GitHub

✓ GitHub Reviewed MODERATE

`SparseFillEmptyRows` heap OOB

GHSA-rg3m-hqc5-344v

Advisory Details

### Impact The [implementation](https://github.com/tensorflow/tensorflow/blob/e71b86d47f8bc1816bf54d7bddc4170e47670b97/tensorflow/core/kernels/sparse_fill_empty_rows_op.cc#L194-L241) of `SparseFillEmptyRows` can be made to trigger a heap OOB access: ```python import tensorflow as tf data=tf.raw_ops.SparseFillEmptyRows( indices=[[0,0],[0,0],[0,0]], values=['sssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssss'], dense_shape=[5,3], default_value='o') ``` This occurs whenever the size of `indices` does not match the size of `values`. ### Patches We have patched the issue in GitHub commit [67bfd9feeecfb3c61d80f0e46d89c170fbee682b](https://github.com/tensorflow/tensorflow/commit/67bfd9feeecfb3c61d80f0e46d89c170fbee682b). The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range. ### For more information Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions. ### Attribution This vulnerability has been reported by members of the Aivul Team from Qihoo 360.

Affected Packages

PyPI tensorflow
ECOSYSTEM: ≥2.6.0 <2.6.1
PyPI tensorflow
ECOSYSTEM: ≥2.5.0 <2.5.2
PyPI tensorflow
ECOSYSTEM: ≥0 <2.4.4
PyPI tensorflow-cpu
ECOSYSTEM: ≥2.6.0 <2.6.1
PyPI tensorflow-cpu
ECOSYSTEM: ≥2.5.0 <2.5.2
PyPI tensorflow-cpu
ECOSYSTEM: ≥0 <2.4.4
PyPI tensorflow-gpu
ECOSYSTEM: ≥2.6.0 <2.6.1
PyPI tensorflow-gpu
ECOSYSTEM: ≥2.5.0 <2.5.2
PyPI tensorflow-gpu
ECOSYSTEM: ≥0 <2.4.4

CVSS Scoring

CVSS Score

5.0

CVSS Vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H

Advisory provided by GitHub Security Advisory Database. Published: November 10, 2021, Modified: November 13, 2024

References

Published: 2021-11-05T20:20:11
Last Modified: 2024-08-04T03:08:31.580Z
Copied to clipboard!