On the Lower Bound of Reconstruction Error for Spectral Filtering Based Privacy Preserving Data Mining

On the Lower Bound of Reconstruction Error for Spectral Filtering Based Privacy Preserving Data Mining

Additive Randomization has been a primary tool to hide sensitive private information during privacy preserving data mining. The previous work based on Spectral Filtering empirically showed that individual data can be separated from the perturbed one and as a result privacy can be seriously compromis...

Saved in:

書目詳細資料
Main Authors:	GUO, Songtao, Wu, Xintao, LI, Yingjiu
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2006
主題:	Information Security
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/322 http://dx.doi.org/10.1007/11871637_51
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Singapore Management University
語言:	English

相似書籍

Determining Error Bounds for Spectral Filtering Based Reconstruction Methods in Privacy Preserving Data Mining
由: GUO, Songtao, et al.
出版: (2008)

Preserving Privacy in Association Rule Mining with Bloom Filters
由: QIU, Ling, et al.
出版: (2007)

Protecting business intelligence and customer privacy while outsourcing data mining tasks
由: QIU, Ling, et al.
出版: (2008)

An Approach to Outsourcing Data Mining Tasks While Protecting Business Intelligence and Customer Privacy
由: QU, Ling, et al.
出版: (2006)

Deriving Private Information from Perturbed Data using IQR Based Approach
由: GUO, Songtao, et al.
出版: (2006)

A Close Look at Privacy Preserving Data Mining Methods
由: WU, Xindong, et al.
出版: (2006)

Privacy Aware Market Basket Data Set Generation: A Feasible Approach for Inverse Frequent Set Mining
由: WU, Xintao, et al.
出版: (2005)

Privacy Risk Assessment with Bounds Deduced from Bounds
由: LI, Yingjiu, et al.
出版: (2011)

PPDF: A Privacy-Preserving Cloud-Based Data Distribution System with filtering
由: ZHANG, Yudi, et al.
出版: (2023)

Privacy-preserving network path validation
由: SENGUPTA, Binanda, et al.
出版: (2020)

Privacy and Ownership Preserving of Outsourced Medical Data
由: BERTINO, Elisa, et al.
出版: (2005)

An efficient privacy-preserving outsourced computation over public data
由: LIU, Ximeng, et al.
出版: (2017)

Privacy-Preserving Data Mining:
出版: (2017)

Privacy-Preserving Ad-Hoc Equi-Join on Outsourced Data
由: PANG, Hwee Hwa, et al.
出版: (2014)

Privacy-Preserving Credentials Upon Trusted Computing Augmented Servers
由: YANG, Yanjiang, et al.
出版: (2007)

Privacy-preserving identification for monitoring images
由: ZHAO, Bowen, et al.
出版: (2024)

Privacy-preserving proof of storage for the pay-as-you-go business model
由: WU, Tong, et al.
出版: (2021)

A smart-card-enabled privacy preserving E-prescription system
由: YANG, Yanjiang, et al.
出版: (2004)

Lightning-fast and privacy-preserving outsourced computation in the cloud
由: LIU, Ximeng, et al.
出版: (2020)

Privacy-Preserving Bloom Filter-Based Keyword Search Over Large Encrypted Cloud Data
由: LIANG, Yanrong, et al.
出版: (2023)

Privacy preserving search services against online attack
由: ZHAO, Yi, et al.
出版: (2020)

Privacy preserving association rule mining
由: Suruchi Sharma.
出版: (2009)

FREED: an efficient privacy-preserving solution for person re-identification
由: ZHAO, Bowen, et al.
出版: (2022)

PRI: PCH-based privacy-preserving with reusability and interoperability for enhancing blockchain scalability
由: LI, Yuxian, et al.
出版: (2023)

SybSub: Privacy-preserving expressive task subscription with sybil detection in crowdsourcing
由: SHU, Jiangang, et al.
出版: (2019)

Privacy-preserving biometric-based remote user authentication with leakage resilience
由: TIAN, Yangguang, et al.
出版: (2018)

Preserving privacy in on-line analytical processing (OLAP)
由: WANG, Lingyu, et al.
出版: (2007)

Privacy-preserving remote user authentication with K-times untraceability
由: TIAN, Yangguang, et al.
出版: (2018)

Privacy-preserving mining of association rule on outsourced cloud data from multiple parties
由: LIU, Lin, et al.
出版: (2018)

Privacy-preserving data mining via secure multiparty computation
由: Han, Shu Guo
出版: (2010)

PriBioAuth: Privacy-preserving biometric-based remote user authentication
由: TIAN, Yangguang, et al.
出版: (2018)

RFID Security and Privacy
由: LI, Yingjiu, et al.
出版: (2013)

A new framework for privacy-preserving biometric-based remote user authentication
由: TIAN, Yangguang, et al.
出版: (2020)

A generic framework for three-factor authentication: preserving security and privacy in distributed systems
由: HUANG, Xinyi, et al.
出版: (2011)

Identifiable, but not visible: A privacy-preserving person reidentfication scheme
由: ZHAO, Bowen, et al.
出版: (2023)

An extended framework of privacy-preserving computation with flexible access control
由: DING, Wenxiu, et al.
出版: (2020)

Preserving privacy for moving objects data mining
由: Ho, Shen-Shyang.
出版: (2013)

Efficient dropout-resilient aggregation for privacy-preserving machine learning
由: Liu, Ziyao, et al.
出版: (2022)

Anonymous privacy-preserving task matching in crowdsourcing
由: SHU, Jiangang, et al.
出版: (2018)

POST-GDPR PRIVACY PRESERVATION IN ANDROID ECOSYSTEM
由: MARK MENG HUASONG
出版: (2024)