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Foundations of AI & Cybersecurity - Lesson 19: Building Secure AI - Requirements Phase - Implementing Model-Level Security and Control Design
Foundations of AI & Cybersecurity - Lesson 19: Building Secure AI - Requirements Phase - Implementing Model-Level Security and Control Design
This module explains why AI security must begin in the requirements phase, before a model ever goes live. It focuses on two foundational protections: model evaluation to stress-test for risks like prompt injection, hallucination, and data leakage, and model guardrails to control inputs, outputs, and tool use. The key point is simple: secure AI has to be built in early, not patched in later.
#AI
#Cybersecurity
#AIProjectManagement
#AIGovernance
#AISecurity
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By This LocaleFoundations of AI & Cybersecurity - Lesson 19: Building Secure AI - Requirements Phase - Implementing Model-Level Security and Control Design
This module explains why AI security must begin in the requirements phase, before a model ever goes live. It focuses on two foundational protections: model evaluation to stress-test for risks like prompt injection, hallucination, and data leakage, and model guardrails to control inputs, outputs, and tool use. The key point is simple: secure AI has to be built in early, not patched in later.
#AI
#Cybersecurity
#AIProjectManagement
#AIGovernance
#AISecurity