PyPi: Tensorflow-Rocm

CVE-2021-37663

Safety vulnerability ID: 57804

This vulnerability was reviewed by experts

The information on this page was manually curated by our Cybersecurity Intelligence Team.

Created at Aug 12, 2021 Updated at Nov 29, 2024
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Advisory

Tensorflow-rocm version 2.3.4, 2.4.3, 2.5.1 and 2.6.0 include a fix for CVE-2021-37663:
In affected versions, due to incomplete validation in "tf.raw_ops.QuantizeV2", an attacker can trigger undefined behavior via binding a reference to a null pointer or can access data outside the bounds of heap allocated arrays. The implementation (https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/quantize_op.cc#L59) has some validation but does not check that "min_range" and "max_range" both have the same non-zero number of elements. If "axis" is provided (i.e., not "-1"), then validation should check that it is a value in range for the rank of "input" tensor and then the lengths of "min_range" and "max_range" inputs match the "axis" dimension of the "input" tensor. The Tensorflow team has patched the issue in GitHub commit 6da6620efad397c85493b8f8667b821403516708.
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g25h-jr74-qp5j
https://github.com/tensorflow/tensorflow/commit/6da6620efad397c85493b8f8667b821403516708

Affected package

tensorflow-rocm

Latest version: 2.14.0.600

TensorFlow is an open source machine learning framework for everyone.

Affected versions

Fixed versions

Vulnerability changelog

This vulnerability has no description

Resources

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Severity Details

CVSS Base Score

HIGH 7.8

CVSS v3 Details

HIGH 7.8
Attack Vector (AV)
LOCAL
Attack Complexity (AC)
LOW
Privileges Required (PR)
LOW
User Interaction (UI)
NONE
Scope (S)
UNCHANGED
Confidentiality Impact (C)
HIGH
Integrity Impact (I)
HIGH
Availability Availability (A)
HIGH

CVSS v2 Details

MEDIUM 4.6
Access Vector (AV)
LOCAL
Access Complexity (AC)
LOW
Authentication (Au)
NONE
Confidentiality Impact (C)
PARTIAL
Integrity Impact (I)
PARTIAL
Availability Impact (A)
PARTIAL