Zobrazeno 1 - 10
of 1 877
pro vyhledávání: '"McCarthy, Andrew"'
Autor:
Smith, Jim, Preen, Richard J., McCarthy, Andrew, Crespi-Boixader, Alba, Liley, James, Rogers, Simon
We present AI-SDC, an integrated suite of open source Python tools to facilitate Statistical Disclosure Control (SDC) of Machine Learning (ML) models trained on confidential data prior to public release. AI-SDC combines (i) a SafeModel package that e
Externí odkaz:
http://arxiv.org/abs/2212.01233
Autor:
Jefferson, Emily, Liley, James, Malone, Maeve, Reel, Smarti, Crespi-Boixader, Alba, Kerasidou, Xaroula, Tava, Francesco, McCarthy, Andrew, Preen, Richard, Blanco-Justicia, Alberto, Mansouri-Benssassi, Esma, Domingo-Ferrer, Josep, Beggs, Jillian, Chuter, Antony, Cole, Christian, Ritchie, Felix, Daly, Angela, Rogers, Simon, Smith, Jim
TREs are widely, and increasingly used to support statistical analysis of sensitive data across a range of sectors (e.g., health, police, tax and education) as they enable secure and transparent research whilst protecting data confidentiality. There
Externí odkaz:
http://arxiv.org/abs/2211.01656