Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Local Private Hypothesis Testing: Chi-Square Tests   The local model for differential privacy is emerging as the reference model
for practical applications collecting and sharing sensitive information while
satisfying strong privacy guarantees. In the local model, there is no trusted
entity which is allowed to have each individual's raw data as is assumed in the
traditional curator model for differential privacy. So, individuals' data are
usually perturbed before sharing them.
  We explore the design of private hypothesis tests in the local model, where
each data entry is perturbed to ensure the privacy of each participant.
Specifically, we analyze locally private chi-square tests for goodness of fit
and independence testing, which have been studied in the traditional, curator
model for differential privacy.

26
The categories of this paper are: bayes-an
5
The categories of this paper are: gr-qc
35
The categories of this paper are: mtrl-th
22
The categories of this paper are: chao-dyn
15
The categories of this paper are: nucl-ex
34
The categories of this paper are: chem-ph
0
The categories of this paper are: hep-ph
36
The categories of this paper are: cmp-lg
10
The categories of this paper are: q-bio
6
The categories of this paper are: astro-ph
24
The categories of this paper are: dg-ga
4
The categories of this paper are: cond-mat
27
The categories of this paper are: comp-gas
17
The categories of this paper are: q-fin
37
The categories of this paper are: supr-con
3
The categories of this paper are: physics