Persona-skill distillation reliably preserves private attributes and communication style across agents and methods, and current defenses fail to fully suppress them.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
When Agents Learn to Be You: Benchmarking Privacy Leakage, Impersonation Risk, and Defenses in Persona Skills
Persona-skill distillation reliably preserves private attributes and communication style across agents and methods, and current defenses fail to fully suppress them.