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Differential privacy for deep and federated learning: A survey
Users' privacy is vulnerable at all stages of the deep learning process. Sensitive information
of users may be disclosed during data collection, during training, or even after releasing the …
of users may be disclosed during data collection, during training, or even after releasing the …
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 …
Trading private range counting over big IoT data
Data privacy arises as one of the most important concerns, facing the pervasive
commoditization of big data statistic analysis in Internet of Things (IoT). Current solutions are …
commoditization of big data statistic analysis in Internet of Things (IoT). Current solutions are …
Security and privacy challenges in smart cities
The construction of smart cities will bring about a higher quality of life to the masses through
digital interconnectivity, leading to increased efficiency and accessibility in cities. Smart …
digital interconnectivity, leading to increased efficiency and accessibility in cities. Smart …
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 …
Protecting locations with differential privacy under temporal correlations
Concerns on location privacy frequently arise with the rapid development of GPS enabled
devices and location-based applications. While spatial transformation techniques such as …
devices and location-based applications. While spatial transformation techniques such as …
[PDF][PDF] Using social media to enhance emergency situation awareness
Enabling situation awareness in a given environment thus relies on being able to identify an
appropriate set of perception elements, coupled with higher-level comprehension patterns …
appropriate set of perception elements, coupled with higher-level comprehension patterns …
Differential privacy: An economic method for choosing epsilon
Differential privacy is becoming a gold standard notion of privacy; it offers a guaranteed
bound on loss of privacy due to release of query results, even under worst-case …
bound on loss of privacy due to release of query results, even under worst-case …
The long road to computational location privacy: A survey
The widespread adoption of continuously connected smartphones and tablets developed
the usage of mobile applications, among which many use location to provide geolocated …
the usage of mobile applications, among which many use location to provide geolocated …
Private data trading towards range counting queries in internet of things
The data collected in Internet of Thing (IoT) systems (IoT data) have stimulated dramatic
extension to the boundary of commercialized data statistic analysis, owing to the pervasive …
extension to the boundary of commercialized data statistic analysis, owing to the pervasive …