Information Security in Big Data: Privacy and Data Mining

Anonymizing trajectory data for passenger flow analysis

(2014) Moein Ghasemzadeh et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Association rule hiding in risk management for retail supply chain collaboration

(2013) Hai Quoc Le et al.   COMPUTERS IN INDUSTRY

Structural Diversity for Resisting Community Identification in Published Social Networks

(2013) Chih-Hua Tai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Identity Protection in Sequential Releases of Dynamic Networks

(2013) Chih-Hua Tai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

High utility K-anonymization for social network publishing

(2013) Yazhe Wang et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Structural Attack to Anonymous Graph of Social Networks

(2013) Tieying Zhu et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Ensuring location diversity in privacy-preserving spatio-temporal data publishing

(2013) A. Ercument Cicek et al.   VLDB JOURNAL

Association rule hiding methods

(2013) Vassilios S. Verykios   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

A Two-Stage Deanonymization Attack against Anonymized Social Networks

(2012) Wei Peng et al.   IEEE TRANSACTIONS ON COMPUTERS

Incentive Compatible Privacy-Preserving Data Analysis

(2012) Murat Kantarcioglu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Equally contributory privacy-preserving k-means clustering over vertically partitioned data

(2012) Xun Yi et al.   INFORMATION SYSTEMS

A classification of location privacy attacks and approaches

(2012) Marius Wernke et al.   Personal and Ubiquitous Computing

Incentive Compatible Privacy-Preserving Distributed Classification

(2011) Robert Nix et al.   IEEE Transactions on Dependable and Secure Computing

Privacy-preserving trajectory data publishing by local suppression

(2011) Rui Chen et al.   INFORMATION SCIENCES

Privacy-preserving data publishing

(2010) Benjamin C. M. Fung et al.   ACM COMPUTING SURVEYS

On the Design and Analysis of the Privacy-Preserving SVM Classifier

(2010) Keng-Pei Lin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Privacy Preserving Decision Tree Learning Using Unrealized Data Sets

(2010) Pui Kuen Fong et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

k-Anonymization with Minimal Loss of Information

(2009) A. Gionis et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING