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Google

How to Secure Your AI Agents - A Technical Deep-Dive

Google via YouTube

Overview

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Learn to secure AI agents against critical vulnerabilities in this technical workshop that addresses unique security challenges including prompt injection, data leakage, and excessive agency. Explore the OWASP LLM Top 10 vulnerabilities and discover how to implement robust security controls using Google's Model Armor and Agent Development Kit (ADK). Master input filtering techniques to block malicious prompts, implement output filtering and PII redaction to protect sensitive data, and establish proper authentication and authorization patterns for secure agentic workflows. Examine agent-to-tool authentication flows, API key management with Secret Manager, security protocols for A2A and MCP, supply chain security measures, and comprehensive strategies for protecting agent access and integrity through hands-on demonstrations and practical implementation guidance.

Syllabus

0:00 - Introduction to agent security
1:32 - OWASP LLM top 10 vulnerabilities
2:56 - Sensitive information disclosure
4:10 - Excessive agency risks
5:11 - Input filtering with Model Armor
6:26 - Demo: blocking prompt injection
10:18 - Output filtering and PII redaction
11:09 - Demo: redacting sensitive data
12:43 - Authentication and authorization patterns
13:44 - Agent-to-tool authentication flow
16:13 - Managing API keys with Secret Manager
18:05 - Security for A2A and MCP protocols
19:22 - Supply chain security measures
22:25 -Protecting agent access and integrity

Taught by

Google Developers

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