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Data and Model Supply Chain Security

This module brings together data poisoning in training, fine-tuning, and RAG; backdoor attacks specific to training; supply chain risks in model files and dependencies; and privacy, PII, and memory leakage. For the details of RAG corpus poisoning and its defenses, see RAG Security; they are not repeated here.

Chapters

  1. Chapter 4: Training, Fine-Tuning, and RAG Data Poisoning
  2. Chapter 5: Model Supply Chains and Serialization Risks
  3. Chapter 6: Privacy, PII, and Memory Leakage

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