Research and Implementation of the Algorithm for Data De-identification for Internet of Things

被引：0

作者：

Kaplun, Dmitriy I. ^{[1
]}

Gnezdilov, Denis V. ^{[1
]}

Efimenko, George A. ^{[1
]}

Sinitca, Aleksandr M. ^{[1
]}

Gulvanskiy, Vyacheslav V. ^{[1
]}

机构：

[1] St Petersburg Electrotech Univ LETI, St Petersburg, Russia

来源：

2017 IEEE II INTERNATIONAL CONFERENCE ON CONTROL IN TECHNICAL SYSTEMS (CTS) | 2017年

关键词：

Internet of Things; deidentification; RAPPOR; big data analysis; data privacy; hardware implementation; prototyping; FPGA;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The article is devoted to the search for ways to protect the data privacy for Internet of things. Different technologies and algorithms of privacy protection are considered, their computing and energy intensity is investigated. Prototyping is performed on the FPGA of the Internet of things. Searching for ways to minimize energy consumption and computing costs of the Internet of things with algorithms for protecting privacy is realized.

引用

页码：363 / 366

页数：4

共 15 条

[1]

[Anonymous], 2009, SIGMOD 09

[2]

BAYARDO RJ, 2005, P 21 INT C DAT ENG

[3]

Chen R, 2015, KDD 15

[4]

Drath R., 2014, IEEE IND ELECT M JUN

[5] The Algorithmic Foundations of Differential Privacy [J].

Dwork, Cynthia ;

Roth, Aaron .

FOUNDATIONS AND TRENDS IN THEORETICAL COMPUTER SCIENCE, 2013, 9 (3-4) :211-406

[6]

Erlingsson U, 2014, CCS 14

[7]

Machanavajjhala A., 2006, ACM Trans. Knowl. Discov ery Data, P24, DOI [DOI 10.1109/ICDE.2006.1, DOI 10.1145/1217299.1217302]

[8]

McSherry F., 2007, 48 ANN IEEE S FDN CO, P94103

[9]

MOHAMMED N, 2009, 15 ACM SIGKDD INT C, P1285

[10]

Mohan P., 2012, SIGMOD 12

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