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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-2022-41899 (High) detected in tensorflow-1.13.1-cp27-cp27mu-manylinux1_x86_64.whl #406

Open mend-bolt-for-github[bot] opened 2 years ago

mend-bolt-for-github[bot] commented 2 years ago

CVE-2022-41899 - 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: /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. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. 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.

Publish Date: 2022-11-18

URL: CVE-2022-41899

CVSS 3 Score Details (7.5)

Base Score Metrics: - Exploitability Metrics: - Attack Vector: Network - Attack Complexity: Low - Privileges Required: None - User Interaction: None - Scope: Unchanged - Impact Metrics: - Confidentiality Impact: None - Integrity Impact: None - Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: tensorflow - 2.8.4,2.9.3,2.10.1;tensorflow-cpu - 2.8.4,2.9.3,2.10.1;tensorflow-gpu - 2.8.4,2.9.3,2.10.1

Release Date: 2022-11-18

Fix Resolution: https://github.com/advisories/GHSA-27rc-728f-x5w2

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