$21^{st}$ Century Statistical Disclosure Limitation: Motivations and Challenges. (arXiv:2303.00845v1 [stat.AP])

This chapter examines the motivations and imperatives for modernizing how
statistical agencies approach statistical disclosure limitation for official
data product releases. It discusses the implications for agencies' broader data
governance and decision-making, and it identifies challenges that agencies will
likely face along the way. In conclusion, the chapter proposes some principles
and best practices that we believe can help guide agencies in navigating the
transformation of their confidentiality programs.

best practices challenges confidentiality data data governance decision disclosure governance guide making modernizing official practices principles product product releases releases transformation