Killy85 / game_ai_trainer

This repository is home of a Machine Learning project aiming at training an agent to play a game using Reinforcement learning
Apache License 2.0
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CVE-2022-41902 (Critical) detected in tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64.whl #417

Open mend-bolt-for-github[bot] opened 1 year ago

mend-bolt-for-github[bot] commented 1 year ago

CVE-2022-41902 - Critical 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: /game_ai_trainer/requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy: - :x: **tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64.whl** (Vulnerable Library)

Found in base branch: master

Vulnerability Details

TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. We have patched the issue in GitHub commit a65411a1d69edfb16b25907ffb8f73556ce36bb7. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.8.4, 2.9.3, and 2.10.1.

Publish Date: 2022-12-06

URL: CVE-2022-41902

CVSS 3 Score Details (9.1)

Base Score Metrics: - Exploitability Metrics: - Attack Vector: Network - Attack Complexity: Low - Privileges Required: None - 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: https://github.com/advisories/GHSA-cg88-rpvp-cjv5

Release Date: 2022-09-30

Fix Resolution: tensorflow - 2.8.4, 2.9.3, 2.10.1, 2.11.0, tensorflow-cpu - 2.8.4, 2.9.3, 2.10.1, 2.11.0, tensorflow-gpu - 2.8.4, 2.9.3, 2.10.1, 2.11.0


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