About This Course
Meet your instructor
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1. Foundations of Large Language Models
How do LLMs work in applications
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How are LLMs created
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What are LLMs and how do they work
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2. Language Model Applications
Introduction to language model applications
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Common types of generative AI applications
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Overview of an API-based application
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Overview of an embedded-model application
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What is a multi-modal application
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Challenges and highlights of AI applications
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Summary
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3. Model Vulnerabilities
Introduction to model-based vulnerabilities
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Prompt injection
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Insecure output handling
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Model theft
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Model replication
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Summary
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4. System Vulnerabilties
Introduction to system vulnerabilities
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Application vulnerabilities
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Sensitive information disclosure
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Insecure plugin design
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Summary
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Conclusion
Conclusion
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Other types of vulnerabilities
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