Part 1Upcoming
Before the Prompt
Classifying, minimizing, and authorizing information before it reaches an AI service.
Coming soonTDG Publication Series
Privacy and Secure AI.
A practical eight-part series for federal and regulated organizations seeking to use AI while preserving privacy, protecting sensitive information, and maintaining operational accountability.
Explore the roadmapWhy this series
AI changes how information moves, persists, and creates new meaning.
A secure model can still support an inappropriate use of information. A privacy policy can still fail if identities, retrieval paths, connected tools, logs, and downstream actions are not technically controlled.
Each article connects privacy intent to architecture, delivery, operations, and evidence so that safeguards become usable decisions rather than abstract principles.
Eight-part sequence
From the first data decision to continuing assurance.
Published articles are linked automatically. Upcoming topics remain visible so readers can follow the complete privacy and security operating model.
Part 2Upcoming
Safe Prompting
Practical rules for prompts that may involve personal, controlled, proprietary, or security-sensitive information.
Coming soonPart 3Upcoming
Protecting Retrieval and Embeddings
Applying authorization, source governance, isolation, and leakage controls across retrieval systems.
Coming soonPart 4Upcoming
Identity and Least Privilege for Agents
Constraining delegated authority, tools, credentials, approvals, and downstream actions.
Coming soonPart 5Upcoming
The Information AI Leaves Behind
Managing privacy exposure in prompts, outputs, chat history, telemetry, logs, caches, and evaluation data.
Coming soonPart 6Upcoming
Privacy-Enhancing Technologies
Understanding where masking, tokenization, synthetic data, differential privacy, and federated approaches fit.
Coming soonPart 7Upcoming
AI Vendor Data Questions
Examining retention, secondary use, training, subprocessors, location, deletion, incidents, and audit rights.
Coming soonPart 8Upcoming
Proving the Safeguards Work
Testing, monitoring, incident response, control evidence, and recurring reassessment for operational AI.
Coming soonDesigned for
Leaders accountable for information, systems, mission, and delivery.
Mission ownersPrivacy officialsSecurity teamsData stewardsAI and platform teamsAcquisition leaders
Privacy and Secure AI
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