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CVE-2022-41885

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Date: November 17, 2022

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. 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.

Language: Python

Severity Score

Related Resources (6)

https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc
https://nvd.nist.gov/vuln/detail/CVE-2022-41885
https://github.com/tensorflow/tensorflow
https://www.mend.io/vulnerability-database/CVE-2022-41885

Severity Score

Weakness Type (CWE)

Incorrect Calculation of Buffer Size

CWE-131

Top Fix

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Upgrade Version

Upgrade to version tensorflow - 2.7.4, 2.8.1, 2.9.1, 2.10.0, tensorflow-cpu - 2.7.4, 2.8.1, 2.9.1, 2.10.0, tensorflow-gpu - 2.7.4, 2.8.1, 2.9.1, 2.10.0

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CVSS v3.1

Base Score:
Attack Vector (AV): NETWORK
Attack Complexity (AC): HIGH
Privileges Required (PR): LOW
User Interaction (UI): REQUIRED
Scope (S): UNCHANGED
Confidentiality (C): NONE
Integrity (I): NONE
Availability (A): HIGH

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