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Securing LLM-Powered Applications - Overcoming Security and Privacy Challenges

Offered By: Devoxx via YouTube

Tags

Application Security Courses Cybersecurity Courses Privacy Courses Data Protection Courses AI Ethics Courses Key Management Courses Prompt Injection Courses

Course Description

Overview

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Explore the security and privacy challenges of LLM-powered applications in this 51-minute conference talk from Devoxx. Delve into common issues like prompt injection, key leakage, and misuse of private customer data for model training. Gain insights on legal restrictions and understand how general security vulnerabilities can impact LLM behavior and outcomes. Acquire a comprehensive overview of potential vulnerabilities, strategies for ensuring data privacy compliance, and best practices for developing secure applications that leverage Large Language Models. Learn to navigate the exciting possibilities of AI in applications while effectively mitigating associated risks.

Syllabus

Securing LLM-Powered Applications: Overcoming Security and Privacy Challenges by Brian Vermeer, Lize


Taught by

Devoxx

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