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Privacy-preserving data publishing: A survey of recent developments
The collection of digital information by governments, corporations, and individuals has
created tremendous opportunities for knowledge-and information-based decision making …
created tremendous opportunities for knowledge-and information-based decision making …
A review of anonymization for healthcare data
Mining health data can lead to faster medical decisions, improvement in the quality of
treatment, disease prevention, and reduced cost, and it drives innovative solutions within the …
treatment, disease prevention, and reduced cost, and it drives innovative solutions within the …
Using artificial intelligence to detect crisis related to events: Decision making in B2B by artificial intelligence
Artificial Intelligence (AI) could be an important foundation of competitive advantage in the
market for firms. As such, firms use AI to achieve deep market engagement when the firm's …
market for firms. As such, firms use AI to achieve deep market engagement when the firm's …
K-automorphism: A general framework for privacy preserving network publication
The growing popularity of social networks has generated interesting data management and
data mining problems. An important concern in the release of these data for study is their …
data mining problems. An important concern in the release of these data for study is their …
Slicing: A new approach for privacy preserving data publishing
Several anonymization techniques, such as generalization and bucketization, have been
designed for privacy preserving microdata publishing. Recent work has shown that …
designed for privacy preserving microdata publishing. Recent work has shown that …
Privacy-preserving trajectory data publishing by local suppression
The pervasiveness of location-aware devices has spawned extensive research in trajectory
data mining, resulting in many important real-life applications. Yet, the privacy issue in …
data mining, resulting in many important real-life applications. Yet, the privacy issue in …
Privacy in Internet of Things: From principles to technologies
Ubiquitous deployment of low-cost smart devices and widespread use of high-speed
wireless networks have led to the rapid development of the Internet of Things (IoT). IoT …
wireless networks have led to the rapid development of the Internet of Things (IoT). IoT …
[کتاب][B] Introduction to privacy-preserving data publishing: Concepts and techniques
Gaining access to high-quality data is a vital necessity in knowledge-based decision
making. But data in its raw form often contains sensitive information about individuals …
making. But data in its raw form often contains sensitive information about individuals …
Privacy-preserving anonymization of set-valued data
In this paper we study the problem of protecting privacy in the publication of set-valued data.
Consider a collection of transactional data that contains detailed information about items …
Consider a collection of transactional data that contains detailed information about items …
Publishing set-valued data via differential privacy
Set-valued data provides enormous opportunities for various data mining tasks. In this
paper, we study the problem of publishing set-valued data for data mining tasks under the …
paper, we study the problem of publishing set-valued data for data mining tasks under the …