Privacy-research grab-bag complementing the guardrails/redaction work.
Directions: insert canaries and measure extraction; membership-inference tests; watermark doppelganger outputs (anti-impersonation); federated training across devices. Part of the exploratory roadmap.
Privacy-research grab-bag complementing the guardrails/redaction work.
Directions: insert canaries and measure extraction; membership-inference tests; watermark doppelganger outputs (anti-impersonation); federated training across devices. Part of the exploratory roadmap.