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LLM Security: Defending Applications Against Injection, Leakage and Model Abuse

Training Data Poisoning and Backdoor Risk

Quiz: Training Data Poisoning and Backdoor Risk

Model Denial of Service and Cost Exhaustion Attacks

Quiz: Model Denial of Service and Cost Exhaustion Attacks

Output Handling: Injection Into Downstream Systems and Browsers

Quiz: Output Handling: Injection Into Downstream Systems and Browsers

Authentication, Authorisation and Multi Tenant Isolation

Quiz: Authentication, Authorisation and Multi Tenant Isolation

Secure Retrieval: Search That Respects Access Control

Quiz: Secure Retrieval: Search That Respects Access Control

Security Testing, Logging and Detection for AI Features

Quiz: Security Testing, Logging and Detection for AI Features

Final exam: LLM Security: Defending Applications Against Injection, Leakage and Model Abuse

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Quiz: Output Handling: Injection Into Downstream Systems and Browsers

LLM Security: Defending Applications Against Injection, Leakage and Model Abuse
Output Handling: Injection Into Downstream Systems and Browsers
Quiz: Output Handling: Injection Into Downstream Systems and Browsers

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Question 1 of 5

1. Question

Unfiltered model outputs can contain personally identifiable information which must be sanitised before being passed to external systems.

Unfiltered model outputs cannot contain personally identifiable information
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Unfiltered model outputs can contain personally identifiable information
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Unfiltered model outputs always contain personally identifiable information
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Unfiltered model outputs are automatically sanitised
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Question 2 of 5

2. Question

The ISO/IEC 27001 standard clause 8.2.3 addresses information security controls for data transfer processes in downstream systems.

ISO/IEC 27001 clause 8.2.3 deals with access control
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ISO/IEC 27001 clause 8.2.3 addresses information security controls for data transfer processes
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ISO/IEC 27001 clause 8.2.3 covers network security
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ISO/IEC 27001 clause 8.2.3 is about physical security
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Question 3 of 5

3. Question

Cross-site scripting vulnerabilities occur when browsers execute malicious scripts embedded in model-generated content.

Cross-site scripting vulnerabilities do not occur in browsers
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Cross-site scripting vulnerabilities occur when browsers execute malicious scripts embedded in model-generated content
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Cross-site scripting vulnerabilities are caused by server-side errors
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Cross-site scripting vulnerabilities are only found in mobile applications
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Question 4 of 5

4. Question

Content Security Policy headers must be properly configured to handle dynamic content from language models.

Content Security Policy headers are not needed for dynamic content
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Content Security Policy headers must be properly configured to handle dynamic content from language models
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Content Security Policy headers prevent all script injection attacks
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Content Security Policy headers are only for static content
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Question 5 of 5

5. Question

Effective output handling requires implementing multiple layers of protection including sanitization libraries and input validation.

Effective output handling requires only one layer of protection
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Effective output handling requires implementing multiple layers of protection including sanitization libraries and input validation
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Effective output handling is not necessary for security
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Effective output handling is only required for public data
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