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Boston Code Camp 38

AI Security: Protecting Models, APIs, and Pipelines


Saturday, March 29, 2025

Microsoft Sales & Technology Center

5 Wayside Road, Burlington, MA 01803


1. Warm-Up

Set up the environment for running AI models locally and using APIs.

2. Securing AI Models

  • Preventing AI Model Distillation

3. Securing AI APIs

  • Toxicity Filtering
  • Adversarial Attack Defense
  • Input Sanitization
  • Monitoring and Logging
  • Output Filtering
  • Rate Limiting

4. AI Mediation Models

  • Llama Guard Models
  • Demo: Mediation Model in API

5. Securing AI Pipelines

  • Demo: Securing AI Pipelines

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