CVE-2021-41223 (High) detected in tensorflow-2.0.0b1-cp36-cp36m-manylinux1_x86_64.whl

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CVE-2021-41223 - High Severity Vulnerability

Vulnerable Library - tensorflow-2.0.0b1-cp36-cp36m-manylinux1_x86_64.whl

TensorFlow is an open source machine learning framework for everyone.

Library home page: https://files.pythonhosted.org/packages/29/6c/2c9a5c4d095c63c2fb37d20def0e4f92685f7aee9243d6aae25862694fd1/tensorflow-2.0.0b1-cp36-cp36m-manylinux1_x86_64.whl

Path to dependency file: /lite/micro/examples/magic_wand/train/requirements.txt

Path to vulnerable library: /lite/micro/examples/magic_wand/train/requirements.txt

Dependency Hierarchy:

• ❌ tensorflow-2.0.0b1-cp36-cp36m-manylinux1_x86_64.whl (Vulnerable Library)

Vulnerability Details

TensorFlow is an open source platform for machine learning. In affected versions the implementation of FusedBatchNorm kernels is vulnerable to a heap OOB access. 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.

Publish Date: 2021-11-05

URL: CVE-2021-41223

CVSS 3 Score Details (7.1)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Local
  • Attack Complexity: Low
  • Privileges Required: Low
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-f54p-f6jp-4rhr

Release Date: 2021-11-05

Fix Resolution: tensorflow - 2.4.4, 2.5.2, 2.6.1, 2.7.0;tensorflow-cpu - 2.4.4, 2.5.2, 2.6.1, 2.7.0;tensorflow-gpu - 2.4.4, 2.5.2, 2.6.1, 2.7.0