Google TensorFlow up to 2.8.3/2.9.2/2.10.0 tf.raw_ops.ResizeNearestNeighborGrad size buffer size

CVSS Meta Temp Score
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5.1$0-$5k0.00

Summaryinfo

A vulnerability was found in Google TensorFlow up to 2.8.3/2.9.2/2.10.0. It has been declared as problematic. Affected by this issue is the function tf.raw_ops.ResizeNearestNeighborGrad. Executing a manipulation of the argument size can lead to buffer size. This vulnerability is registered as CVE-2022-41907. It is possible to launch the attack remotely. No exploit is available. It is recommended to upgrade the affected component.

Detailsinfo

A vulnerability classified as problematic was found in Google TensorFlow up to 2.8.3/2.9.2/2.10.0 (Artificial Intelligence Software). This vulnerability affects the function tf.raw_ops.ResizeNearestNeighborGrad. The manipulation of the argument size with an unknown input leads to a buffer size vulnerability. The CWE definition for the vulnerability is CWE-131. The product does not correctly calculate the size to be used when allocating a buffer, which could lead to a buffer overflow. As an impact it is known to affect availability. CVE summarizes:

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ResizeNearestNeighborGrad` is given a large `size` input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

The weakness was published 11/19/2022 as GHSA-368v-7v32-52fx. The advisory is shared for download at github.com. This vulnerability was named CVE-2022-41907 since 09/30/2022. Successful exploitation requires user interaction by the victim. There are known technical details, but no exploit is available.

Upgrading to version 2.8.4, 2.9.3, 2.10.1 or 2.11 eliminates this vulnerability. Applying the patch 00c821af032ba9e5f5fa3fe14690c8d28a657624 is able to eliminate this problem. The bugfix is ready for download at github.com. The best possible mitigation is suggested to be upgrading to the latest version.

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Productinfo

Type

Vendor

Name

Version

License

Website

CPE 2.3info

CPE 2.2info

CVSSv4info

VulDB Vector: 🔍
VulDB Reliability: 🔍

CVSSv3info

VulDB Meta Base Score: 5.1
VulDB Meta Temp Score: 5.1

VulDB Base Score: 3.1
VulDB Temp Score: 3.0
VulDB Vector: 🔍
VulDB Reliability: 🔍

NVD Base Score: 7.5
NVD Vector: 🔍

CNA Base Score: 4.8
CNA Vector (GitHub, Inc.): 🔍

CVSSv2info

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VulDB Base Score: 🔍
VulDB Temp Score: 🔍
VulDB Reliability: 🔍

Exploitinginfo

Class: Buffer size
CWE: CWE-131 / CWE-120 / CWE-119
CAPEC: 🔍
ATT&CK: 🔍

Physical: No
Local: No
Remote: Yes

Availability: 🔍
Status: Not defined

EPSS Score: 🔍
EPSS Percentile: 🔍

Price Prediction: 🔍
Current Price Estimation: 🔍

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Threat Intelligenceinfo

Interest: 🔍
Active Actors: 🔍
Active APT Groups: 🔍

Countermeasuresinfo

Recommended: Upgrade
Status: 🔍

0-Day Time: 🔍

Upgrade: TensorFlow 2.8.4/2.9.3/2.10.1/2.11
Patch: 00c821af032ba9e5f5fa3fe14690c8d28a657624

Timelineinfo

09/30/2022 🔍
11/19/2022 +50 days 🔍
11/19/2022 +0 days 🔍
12/20/2022 +31 days 🔍

Sourcesinfo

Vendor: google.com

Advisory: GHSA-368v-7v32-52fx
Status: Confirmed

CVE: CVE-2022-41907 (🔍)
GCVE (CVE): GCVE-0-2022-41907
GCVE (VulDB): GCVE-100-213940

Entryinfo

Created: 11/19/2022 08:19
Updated: 12/20/2022 12:18
Changes: 11/19/2022 08:19 (54), 12/20/2022 12:18 (12)
Complete: 🔍
Cache ID: 216::103

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