Robuta

https://www.rti.org/publication/multi-proportions-randomized-response-model A Multi-Proportions Randomized Response Model | RTI In surveys of human populations respondents are not likely to participate or tell the truth when the reply may tend to stigmatize them in the eyes of the... randomized response multi proportions model https://www.census.gov/library/working-papers/2016/adrm/cdar2016-01.html Emerging Applications of Randomized Response Concepts Oct 8, 2021 - Randomized response (RR) was introduced as a technique for protecting respondents' privacy in survey interviews regarding sensitive characteristics. randomized response emerging applications concepts https://jmlr.org/papers/v22/18-726.html Locally Differentially-Private Randomized Response for Discrete Distribution Learning randomized response discrete distribution locally private learning https://openreview.net/forum?id=ZUXZKjfptc9 Bit-aware Randomized Response for Local Differential Privacy in Federated Learning | OpenReview In this paper, we develop BitRand, a bit-aware randomized response algorithm, to preserve local differential privacy (LDP) in federated learning (FL). We... local differential privacy randomized response https://deepai.org/publication/heterogeneous-randomized-response-for-differential-privacy-in-graph-neural-networks Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks | DeepAI Nov 10, 2022 - 11/10/22 - Graph neural networks (GNNs) are susceptible to privacy inference attacks (PIAs), given their ability to learn joint representatio... graph neural networks randomized response differential privacy heterogeneous https://www.wikidata.org/wiki/Q33496118 Randomized, double-blind, placebo-controlled trial comparing the response rates of carmustine,... placebo controlled trial double blind