Data anonymization evaluation for big data and IoT environment

FastEmbed: Predicting vulnerability exploitation possibility based on ensemble machine learning algorithm

(2020) Yong Fang et al.   PLoS One

A privacy-preserving mechanism based on local differential privacy in edge computing

(2020) Mengnan Bi et al.   China Communications

A privacy-preserving protocol for continuous and dynamic data collection in IoT enabled mobile app recommendation system (MARS)

(2020) Saira Beg et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Estimating the success of re-identifications in incomplete datasets using generative models

(2019) Luc Rocher et al.   Nature Communications

Privacy preservation in blockchain based IoT systems: Integration issues, prospects, challenges, and future research directions

(2019) Muneeb Ul Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

An efficient and scalable privacy preserving algorithm for big data and data streams

(2019) M.A.P. Chamikara et al.   COMPUTERS & SECURITY

Efficient and privacy preserving access control scheme for fog-enabled IoT

(2019) Kai Fan et al.   Future Generation Computer Systems-The International Journal of eScience

Steered Microaggregation as a Unified Primitive to Anonymize Data Sets and Data Streams

(2019) Josep Domingo-Ferrer et al.   IEEE Transactions on Information Forensics and Security

A Game-Theoretic Approach to Design Secure and Resilient Distributed Support Vector Machines

(2018) Rui Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Privacy-preserving raw data collection without a trusted authority for IoT

(2018) Yi-Ning Liu et al.   Computer Networks

Location Privacy Protection based on Differential Privacy Strategy for Big Data in Industrial Internet-of-Things

(2017) Chunyong Yin et al.   IEEE Transactions on Industrial Informatics

Efficient location privacy algorithm for Internet of Things (IoT) services and applications

(2017) Gang Sun et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation

(2017) Xuyun Zhang et al.   IEEE Transactions on Big Data

Protecting Sensitive Labels in Social Network Data Anonymization

(2011) Mingxuan Yuan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Evaluating re-identification risks with respect to the HIPAA privacy rule

(2010) Kathleen Benitez et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION