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Security & Identity

2articles

Security is where AI solutions quietly break. Notes on privacy audits, prompt injection defenses, PII detection, and compliance standards (GDPR & HIPAA) in production AI.

  • Automated PII leakage and memorization audits
  • Responsible AI governance and compliance gates
  • Securing fine-tuned models and API endpoints

Articles about Security & Identity

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  1. 3 min readAzure

    Auditing Azure OpenAI Fine-Tuned Models for PII Memorization & Prompt Injection Leakage

    Audit fine-tuned Azure OpenAI model deployments for PII memorization and prompt injection leakage using privacylens before routing production user traffic.

  2. 5 min readAzure

    How to Build an Automated AI Privacy Governance Gate in Azure ML

    Build an automated AI Privacy Governance Gate inside Azure Machine Learning Pipelines using privacylens to block vulnerable models from reaching production.

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