Geographic Spines in the 2020 Census Disclosure Avoidance System. (arXiv:2203.16654v2 [cs.CR] UPDATED)
The 2020 Census Disclosure Avoidance System (DAS) is a formally private mechanism that first adds independent noise to cross tabulations...
The 2020 Census Disclosure Avoidance System (DAS) is a formally private mechanism that first adds independent noise to cross tabulations...
The 2020 Census Disclosure Avoidance System (DAS) is a formally private mechanism that first adds independent noise to cross tabulations...
We prove new lower bounds for statistical estimation tasks under the constraint of $(varepsilon, delta)$-differential privacy. First, we provide tight...
We prove new lower bounds for statistical estimation tasks under the constraint of $(varepsilon, delta)$-differential privacy. First, we provide tight...
LiDAR (Light Detection And Ranging) is an indispensable sensor for precise long- and wide-range 3D sensing, which directly benefited the...
We prove new lower bounds for statistical estimation tasks under the constraint of $(varepsilon, delta)$-differential privacy. First, we provide tight...
We propose Byzantine-robust federated learning protocols with nearly optimal statistical rates. In contrast to prior work, our proposed protocols improve...
Model adaptation aims at solving the domain transfer problem under the constraint of only accessing the pretrained source models. With...
We propose Byzantine-robust federated learning protocols with nearly optimal statistical rates. In contrast to prior work, our proposed protocols improve...
We propose Byzantine-robust federated learning protocols with nearly optimal statistical rates. In contrast to prior work, our proposed protocols improve...