Privacy preservation in big data from the communication perspective—A survey
T Wang, Z Zheng, MH Rehmani… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The advancement of data communication technologies promotes widespread data collection
and transmission in various application domains, thereby expanding big data significantly …
and transmission in various application domains, thereby expanding big data significantly …
Vector-indistinguishability: location dependency based privacy protection for successive location data
With the wide use of GPS enabled devices and Location-Based Services, location privacy
has become an increasingly worrying challenge to our community. Existing approaches …
has become an increasingly worrying challenge to our community. Existing approaches …
Privacy in trajectory micro-data publishing: a survey
We survey the literature on the privacy of trajectory micro-data, ie, spatiotemporal
information about the mobility of individuals, whose collection is becoming increasingly …
information about the mobility of individuals, whose collection is becoming increasingly …
Achieving differential privacy of trajectory data publishing in participatory sensing
Trajectory data in participatory sensing is of great importance to the deployment and
advancement of several applications, like traffic monitoring, marketing analysis, and urban …
advancement of several applications, like traffic monitoring, marketing analysis, and urban …
Quantifying differential privacy in continuous data release under temporal correlations
Differential Privacy (DP) has received increasing attention as a rigorous privacy framework.
Many existing studies employ traditional DP mechanisms (eg, the Laplace mechanism) as …
Many existing studies employ traditional DP mechanisms (eg, the Laplace mechanism) as …
Quantifying differential privacy under temporal correlations
Differential Privacy (DP) has received increasing attention as a rigorous privacy framework.
Many existing studies employ traditional DP mechanisms (eg, the Laplace mechanism) as …
Many existing studies employ traditional DP mechanisms (eg, the Laplace mechanism) as …
Releasing correlated trajectories: Towards high utility and optimal differential privacy
A mutual correlation between trajectories of two users is very helpful to real-life applications
such as product recommendation and social media. While providing tremendous benefits …
such as product recommendation and social media. While providing tremendous benefits …
Local suppression and splitting techniques for privacy preserving publication of trajectories
We study the problem of preserving user privacy in the publication of location sequences.
Consider a database of trajectories, corresponding to movements of people, captured by …
Consider a database of trajectories, corresponding to movements of people, captured by …
Real-time privacy-preserving data release over vehicle trajectory
Intelligent connected vehicle trajectory data are of great value for data mining applications
such as traffic management and commercial institutions. However, the leakage of sensitive …
such as traffic management and commercial institutions. However, the leakage of sensitive …
[HTML][HTML] Time will not tell: Temporal approaches for privacy-preserving trajectory publishing
Fine-granular spatio-temporal trajectories, ie, time-stamped sequences of locations, play a
pivotal role in transport and urban analytics. However, sharing or publishing trajectory data …
pivotal role in transport and urban analytics. However, sharing or publishing trajectory data …