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CY-MID-078Mid Level · AI/ML Security

AI & Machine Learning Security — The ML Security Board

A hands-on mid-level course that secures machine-learning systems across their lifecycle. Work the ML security board - eight domains: Data, Training, Model, Supply Chain, Deployment, Inference, Privacy, and Monitoring - defending against poisoning, evasion, model theft, and prompt injection while keeping models trustworthy. Strictly defensive. Four hands-on activities in every lesson.

15 hours8 chapters32 lessons225 activities8 labs

What you'll learn

  • Protect training data and pipelines from poisoning and tampering.
  • Defend models against evasion, extraction, and inversion.
  • Secure the ML supply chain and deployment surface.
  • Guard inference (incl. prompt injection) and monitor for abuse.

Price
৳4,000
৳8,000
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