PRIVACY-PRESERVING DATA COLLECTION AND RECOVERY OF COMPRESSIVE SENSING

被引：0

作者：

Hung, Tsung-Hsuan ^{[1
]}

Hsieh, Sung-Hsien ^{[1
]}

Lu, Chun-Shien ^{[1
]}

机构：

[1] Acad Sinica, Inst Informat Sci, Taipei, Taiwan

来源：

2015 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING | 2015年

关键词：

Basis pursuit; compressive sensing; convex optimization; encryption; security; SIGNAL RECOVERY;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Energy-efficient data collection and privacy-preserving data recovery have received much attention recently. We propose the first encryption framework for the computation-intensive basis pursuit problem to be securely solved in the cloud with the data being efficiently collected using compressive sensing. We provide security and efficiency analyses to show the effectiveness of our method. Simulations and comparison with state-of-the-art are also conducted.

引用

页码：473 / 477

页数：5

共 50 条

[41] Privacy-Preserving Distributed Data Access Control for CloudIoT
Nasiraee, Hassan
Ashouri-Talouki, Maede
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2022, 19 (04) : 2476 - 2487
[42] Privacy-Preserving Data Mining in Presence of Covert Adversaries
Miyaji, Atsuko
Rahman, Mohammad Shahriar
ADVANCED DATA MINING AND APPLICATIONS, ADMA 2010, PT I, 2010, 6440 : 429 - 440
[43] Privacy-Preserving Federated Learning Model for Healthcare Data
Ul Islam, Tanzir
Ghasemi, Reza
Mohammed, Noman
2022 IEEE 12TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2022, : 281 - 287
[44] Privacy-Preserving Equality Test Towards Big Data
Saha, Tushar Kanti
Koshiba, Takeshi
FOUNDATIONS AND PRACTICE OF SECURITY (FPS 2017), 2018, 10723 : 95 - 110
[45] A Privacy-Preserving Data Sharing Solution for Mobile Healthcare
Huang, Chanying
Yan, Kedong
Wei, Songjie
Lee, Dong Hoon
PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC 2017), 2017, : 260 - 265
[46] 2PBDC: privacy-preserving bigdata collection in cloud environment
Srinivas, Jangirala
Das, Ashok Kumar
Rodrigues, Joel J. P. C.
JOURNAL OF SUPERCOMPUTING, 2020, 76 (07) : 4772 - 4801
[47] Privacy-Preserving Data Analytics in Internet of Medical Things
Mudassar, Bakhtawar
Tahir, Shahzaib
Khan, Fawad
Shah, Syed Aziz
Shah, Syed Ikram
Abbasi, Qammer Hussain
FUTURE INTERNET, 2024, 16 (11)
[48] Practical issues on privacy-preserving health data mining
Jin, Huidong
EMERGING TECHNOLOGIES IN KNOWLEDGE DISCOVERY AND DATA MINING, 2007, 4819 : 64 - 75
[49] Blockchain for the IoT: Privacy-Preserving Protection of Sensor Data
Chanson, Mathieu
Bogner, Andreas
Bilgeri, Dominik
Fleisch, Elgar
Wortmann, Felix
JOURNAL OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2019, 20 (09): : 1274 - 1309
[50] Privacy-Preserving Data Publishing: A Survey of Recent Developments
Fung, Benjamin C. M.
Wang, Ke
Chen, Rui
Yu, Philip S.
ACM COMPUTING SURVEYS, 2010, 42 (04)

← 1 2 3 4 5 →