Differential privacy techniques for cyber physical systems: A survey
Modern cyber physical systems (CPSs) has widely being used in our daily lives because of
development of information and communication technologies (ICT). With the provision of …
development of information and communication technologies (ICT). With the provision of …
A survey of differential privacy-based techniques and their applicability to location-based services
The widespread use of mobile devices such as smartphones, tablets, and smartwatches has
led users to constantly generate various location data during their daily activities …
led users to constantly generate various location data during their daily activities …
Differentially private data publishing and analysis: A survey
Differential privacy is an essential and prevalent privacy model that has been widely
explored in recent decades. This survey provides a comprehensive and structured overview …
explored in recent decades. This survey provides a comprehensive and structured overview …
Differentially private machine learning using a random forest classifier
A request from a client is received to generate a differentially private random forest classifier
trained using a set of restricted data. The differentially private random forest classifier is …
trained using a set of restricted data. The differentially private random forest classifier is …
Differentially private histogram publication
Differential privacy (DP) is a promising scheme for releasing the results of statistical queries
on sensitive data, with strong privacy guarantees against adversaries with arbitrary …
on sensitive data, with strong privacy guarantees against adversaries with arbitrary …
Differentially private transit data publication: a case study on the montreal transportation system
With the wide deployment of smart card automated fare collection (SCAFC) systems, public
transit agencies have been benefiting from huge volume of transit data, a kind of sequential …
transit agencies have been benefiting from huge volume of transit data, a kind of sequential …
Differentially private event sequences over infinite streams
Numerous applications require continuous publication of statistics for monitoring purposes,
such as real-time traffic analysis, timely disease outbreak discovery, and social trends …
such as real-time traffic analysis, timely disease outbreak discovery, and social trends …
Differentially private sequential data publication via variable-length n-grams
Sequential data is being increasingly used in a variety of applications. Publishing sequential
data is of vital importance to the advancement of these applications. However, as shown by …
data is of vital importance to the advancement of these applications. However, as shown by …
DPT: differentially private trajectory synthesis using hierarchical reference systems
GPS-enabled devices are now ubiquitous, from airplanes and cars to smartphones and
wearable technology. This has resulted in a wealth of data about the movements of …
wearable technology. This has resulted in a wealth of data about the movements of …
Locally differentially private analysis of graph statistics
Differentially private analysis of graphs is widely used for releasing statistics from sensitive
graphs while still preserving user privacy. Most existing algorithms however are in a …
graphs while still preserving user privacy. Most existing algorithms however are in a …