Differential Privacy By Sampling — mentioned by 7e

Sat, 03 Dec 2022 07:24:59 GMT

Check out secure aggregation protocols: https://en.wikipedia.org/wiki/Secure_multi-party_computation, https://research.google/pubs/pub45808/, also https://arxiv.org/pdf/1708.01884.pdf.

Paper and discussion history. A mention is not an endorsement.

Differential Privacy By Sampling — mentioned by dpriv123

Tue, 12 Sep 2017 13:33:11 GMT

" The proper way is: you flip a coin, if it comes up heads, you say the truth, otherwise you say whatever you want." Saying "whatever you want" will incur a very large sampling error, especially as the population of those saying whatever increases. What is needed is a notion of scalable privacy, where as the population of those saying "whatever" increases the privacy strength also increases yet the absolute error remains at worst constant. https://arxiv.org/abs/1708.01884

Paper and discussion history. A mention is not an endorsement.

Differential Privacy By Sampling · HackerPapers discussions

Differential Privacy By Sampling — mentioned by 7e

Differential Privacy By Sampling — mentioned by dpriv123