Privacy preserving classification on local differential privacy in data centers

W Fan, J He, M Guo, P Li, Z Han, R Wang - Journal of Parallel and …, 2020 - Elsevier
privacy inherent in data centers. However, there is no general solution to the privacy problem
in data centers … a local differential privacy-based classification algorithm for data centers. In …

The idea of a national data center and the issue of personal privacy

ES Dunn Jr - The American Statistician, 1967 - Taylor & Francis
… of Proposals for a National Data Center.” That report analyzed … over the alleged threat to
personal privacy embodied in its … a gargantuan centralized national data center calculated to …

Privacy regulation aware process mapping in geo-distributed cloud data centers

AC Zhou, Y Xiao, Y Gong, B He… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Based on the communication matrix of applications and the network performance of data
centers, we propose a privacy regulation aware process mapping algorithm to efficiently find …

Computers, privacy, and the national data center: The responsibility of social scientists.

J Sawyer, H Schechter - American Psychologist, 1968 - psycnet.apa.org
… liabilities of establishing a national data center with the aim of … privacy and society's right
of discovery. It is suggested that the general standards for collection and use of individual data

A differential privacy-based query model for sustainable fog data centers

M Du, K Wang, X Liu, S Guo… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… In this paper, we proposed a differential privacy-based query model for sustainable fog
computing supported data center. We designed a method that can quantify the quality of privacy

Big data security issues based on quantum cryptography and privacy with authentication for mobile data center

V Thayananthan, A Albeshri - Procedia Computer Science, 2015 - Elsevier
data. In this research, quantum bits (qbits) operations seem that mobile data centers get big
data security and privacy … -authentications are used in the data center, passive attacks will be …

Privacy-preserving workflow scheduling in geo-distributed data centers

Y Xiao, AC Zhou, X Yang, B He - Future Generation Computer Systems, 2022 - Elsevier
privacy level of a data center s as l g ( s ) , where a lower level represents tighter privacy
strictness using discrete privacy levels, we are able to simplify the data privacy model while still …

HVSTO: Efficient privacy preserving hybrid storage in cloud data center

M Dong, H Lit, K Ota, H Zhu - 2014 IEEE Conference on …, 2014 - ieeexplore.ieee.org
… CONCLUSION To solve the privacy threat brought by centralized storage structure in the
cloud data center, we propose HVSTO, a distributed storage system for virtual machines. With a …

Not just privacy: Improving performance of private deep learning in mobile cloud

J Wang, J Zhang, W Bao, X Zhu, B Cao… - … discovery & data mining, 2018 - dl.acm.org
data to the cloud leads to potential privacy risk. To benefit from the cloud data center without
the privacy risk, … partitions the DNN across mobile devices and cloud data centers. A simple …

Security and privacy in cloud computing

Z Xiao, Y Xiao - IEEE communications surveys & tutorials, 2012 - ieeexplore.ieee.org
… Building upon hardware facilities (usually supported by modern data centers), cloud services
may be offered in various forms from the bottom layer to top layer. In the cloud stack, each …