Majority Voting and Pairing with Multiple Noisy Labeling

Accuracy-Constrained Privacy-Preserving Access Control  Mechanism for Relational Data Access control mechanisms protect sensitive information from unauthorized users. However, when sensitive information is shared and a Privacy Protection Mechanism (PPM) is not in place, an authorized user can still compromise the privacy of a person leading to identity disclosure. A PPM can use suppression and generalization of relational data to anonymize and satisfy privacy requirements, e.g., k-anonymity and l-diversity, against […]


A Scalable Approach to Joint Cyber Insurance and Security-as-a-Service Provisioning in Cloud Computing

Graph Regularized Feature Selection with Data Reconstruction Abstract Feature selection is a challenging problem for high dimensional data processing, which arises in many real applications such as data mining, information retrieval, and pattern recognition. In this paper, we study the problem of unsupervised feature selection. The problem is challenging due to the lack of label information to guide feature selection. We formulate the problem of […]