CVE-2021-37654 (High) detected in tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64.whl

[mend-bolt-for-github]

CVE-2021-37654 - High Severity Vulnerability

Vulnerable Library - tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64.whl

TensorFlow is an open source machine learning framework for everyone.

Library home page: https://files.pythonhosted.org/packages/d2/ea/ab2c8c0e81bd051cc1180b104c75a865ab0fc66c89be992c4b20bbf6d624/tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64.whl

Path to dependency file: /FinalProject/requirements.txt

Path to vulnerable library: /teSource-ArchiveExtractor_8b9e071c-3b11-4aa9-ba60-cdeb60d053b7/20190525011350_65403/20190525011256_depth_0/9/tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64/tensorflow-1.13.1.data/purelib/tensorflow

Dependency Hierarchy:

• ❌ tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64.whl (Vulnerable Library)

Found in base branch: master

Vulnerability Details

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a CHECK-fail in debug builds of TensorFlow using tf.raw_ops.ResourceGather or a read from outside the bounds of heap allocated data in the same API in a release build. The implementation does not check that the batch_dims value that the user supplies is less than the rank of the input tensor. Since the implementation uses several for loops over the dimensions of tensor, this results in reading data from outside the bounds of heap allocated buffer backing the tensor. We have patched the issue in GitHub commit bc9c546ce7015c57c2f15c168b3d9201de679a1d. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.

Publish Date: 2021-08-12

URL: CVE-2021-37654

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-2r8p-fg3c-wcj4

Release Date: 2021-08-12

Fix Resolution: 2.3.4

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