Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy.

Héber Hwang Arcolezi|Jean-François Couchot|Bechara al Bouna|Xiaokui Xiao


Anthology ID:DBLP:conf/cikm/ArcoleziCBX21
Volume:CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
Year:2021
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:47-57
URL:https://doi.org/10.1145/3459637.3482467
DOI:https://doi.org/10.1145/3459637.3482467
DBLP:conf/cikm/ArcoleziCBX21
BibTeX:
@inproceedings{arcolezi-2021-random, author = {H\'{e}ber Hwang Arcolezi and Jean-Fran\c{c}ois Couchot and Bechara al Bouna and Xiaokui Xiao}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {{Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy}}, booktitle = {{CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}}, pages = {47--57}, publisher = {ACM}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482467}, doi = {https://doi.org/10.1145/3459637.3482467} }