[Snyk] Security upgrade tensorflow/tensorflow from latest to 2.18.0rc2

[AdamOswald]

Snyk has created this PR to fix 5 vulnerabilities in the dockerfile dependencies of this project.

Keeping your Docker base image up-to-date means you’ll benefit from security fixes in the latest version of your chosen image.

Snyk changed the following file(s):

• Dockerfile.cpu

We recommend upgrading to tensorflow/tensorflow:2.18.0rc2, as this image has only 41 known vulnerabilities. To do this, merge this pull request, then verify your application still works as expected.

Vulnerabilities that will be fixed with an upgrade:

	Issue	Score
	Security Features SNYK-UBUNTU2204-APPARMOR-2793406	514
	Integer Overflow or Wraparound SNYK-UBUNTU2204-EXPAT-7885369	514
	XML External Entity (XXE) Injection SNYK-UBUNTU2204-EXPAT-7885479	514
	Integer Overflow or Wraparound SNYK-UBUNTU2204-EXPAT-7885572	514
	CVE-2024-6119 SNYK-UBUNTU2204-OPENSSL-7886354	514

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Learn how to fix vulnerabilities with free interactive lessons:

🦉 XML External Entity (XXE) Injection

[secure-code-warrior-for-github]

Micro-Learning Topic: Integer overflow (Detected by phrase)

Matched on "Integer Overflow"

What is this? (2min video)

Integer overflow occurs when the result of arithmetic operation is greater than the maximum value the integer data type can store.
For example, if an integer data type allows integers up to two bytes or 16 bits in length (or an unsigned number up to decimal 65,535), and two integers are to be added together that will exceed the value of 65,535, the result will be integer overflow.

Try a challenge in Secure Code Warrior

Micro-Learning Topic: External entity injection (Detected by phrase)

Matched on "XXE"

What is this? (2min video)

An XML External Entity attack is a type of attack against an application that parses XML input. This attack occurs when XML input containing a reference to an external entity is processed by a weakly configured XML parser. This attack may lead to the disclosure of confidential data, denial of service, server-side request forgery, port scanning from the perspective of the machine where the parser is located, and other system impacts.

Try a challenge in Secure Code Warrior

Helpful references

• OWASP XML External Entity (XXE) Processing - OWASP community page with comprehensive information about XML external entity attacks, and links to various OWASP resources to help detect or prevent it.
• MSDN Security Briefs - XML Denial of Service Attacks and Defenses - An MSDN Magazine article that goes into detail on XML entity attacks and how to defend against them.
• OWASP XML External Entity Prevention Cheat Sheet - This article is focused on providing clear, simple, actionable guidance for preventing XML external entity flaws in your applications.

[performance-testing-bot]

Unable to verify url with installation ID

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[difflens]

View changes in DiffLens

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[sourcery-ai]

We have skipped reviewing this pull request. It seems to have been created by a bot ('[Snyk]' found in title). We assume it knows what it's doing!

[sonarqubecloud]

Quality Gate failed

Failed conditions
D Maintainability Rating on New Code (required ≥ A)

See analysis details on SonarCloud

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