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Mobile sensing systems
Rich-sensor smart phones have made possible the recent birth of the mobile sensing
research area as part of ubiquitous sensing which integrates other areas such as wireless …
research area as part of ubiquitous sensing which integrates other areas such as wireless …
: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy
High-dimensional crowdsourced data collected from numerous users produces rich
knowledge about our society; however, it also brings unprecedented privacy threats to the …
knowledge about our society; however, it also brings unprecedented privacy threats to the …
TRAC: Truthful auction for location-aware collaborative sensing in mobile crowdsourcing
In this paper, we tackle the problem of stimulating smartphone users to join mobile
crowdsourcing applications with smartphones. Different from existing work of mechanism …
crowdsourcing applications with smartphones. Different from existing work of mechanism …
Privacy in mobile participatory sensing: Current trends and future challenges
D Christin - Journal of Systems and Software, 2016 - Elsevier
Mobile participatory sensing has opened the doors to numerous sensing scenarios that
were unimaginable few years ago. In absence of protection mechanisms, most of these …
were unimaginable few years ago. In absence of protection mechanisms, most of these …
Privacy-preserving collaborative data collection and analysis with many missing values
Privacy-preserving data mining techniques are useful for analyzing various information,
such as Internet of Things data and COVID-19-related patient data. However, collecting a …
such as Internet of Things data and COVID-19-related patient data. However, collecting a …
Privacy preservation for participatory sensing data
Over the recent years, the proliferation of mobile networking and the increasing capabilities
of smartphone devices have led to the development of “Participatory Sensing” applications …
of smartphone devices have led to the development of “Participatory Sensing” applications …
User-side adaptive protection of location privacy in participatory sensing
The participatory sensing paradigm, through the growing availability of cheap sensors in
mobile devices, enables applications of great social and business interest, eg, electrosmog …
mobile devices, enables applications of great social and business interest, eg, electrosmog …
Differential private data collection and analysis based on randomized multiple dummies for untrusted mobile crowdsensing
Mobile crowdsensing, which collects environmental information from mobile phone users, is
growing in popularity. These data can be used by companies for marketing surveys or …
growing in popularity. These data can be used by companies for marketing surveys or …
ULPT: A user-centric location privacy trading framework for mobile crowd sensing
Mobile crowd sensing (MCS) arises as a promising data collection paradigm that leverages
the power of ubiquitous mobile devices to acquire rich information regarding their …
the power of ubiquitous mobile devices to acquire rich information regarding their …
Providing efficient privacy-aware incentives for mobile sensing
Mobile sensing relies on data contributed by users through their mobile device (eg, smart
phone) to obtain useful information about people and their surroundings. However, users …
phone) to obtain useful information about people and their surroundings. However, users …