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 …
Context-aware local information privacy
In this paper, we study Local Information Privacy (LIP). As a context-aware privacy notion,
LIP relaxes the de facto standard privacy notion of local differential privacy (LDP) by …
LIP relaxes the de facto standard privacy notion of local differential privacy (LDP) by …
Hideme: Privacy-preserving photo sharing on social networks
Photo sharing on Online Social Networks (OSNs) has become one of the most popular
social activities in our daily life. However, some associated friends or bystanders in the …
social activities in our daily life. However, some associated friends or bystanders in the …
Please forget where I was last summer: The privacy risks of public location (meta) data
The exposure of location data constitutes a significant privacy risk to users as it can lead to
de-anonymization, the inference of sensitive information, and even physical threats. In this …
de-anonymization, the inference of sensitive information, and even physical threats. In this …
Motion based inference of social circles via self-attention and contextualized embedding
Extracting knowledge from human mobility data is an important task for many downstream
applications such as point-of-interest recommendation, motion trace identification, and …
applications such as point-of-interest recommendation, motion trace identification, and …
From mobility analysis to mobility hubs discovery: A concept based on using cdr data of the mobile networks
Understanding human mobility in dynamic environments, such as our cities, is a crucial step
toward the development of our economy, our environment, our transportation, as well as our …
toward the development of our economy, our environment, our transportation, as well as our …
Geometric secluded paths and planar satisfiability
We consider paths with low\emph {exposure} to a 2D polygonal domain, ie, paths which are
seen as little as possible; we differentiate between\emph {integral} exposure (when we care …
seen as little as possible; we differentiate between\emph {integral} exposure (when we care …
Improving Privacy-utility Tradeoffs in Privacy-preserving Data Release with Context Information
B Jiang - 2023 - search.proquest.com
As data collection, storage, and usage become more pervasive, there's a growing need to
incorporate privacy into the data consumption pipeline. Furthermore, as data acquisition …
incorporate privacy into the data consumption pipeline. Furthermore, as data acquisition …
Security and Privacy in Information Systems: Algorithms and Fundamental Limits
MS Mohamed - 2022 - search.proquest.com
Personalized data collection is becoming pervasive, and data is the key enabler that drives
applications spanning all sectors of our society, including e-commerce, social networking …
applications spanning all sectors of our society, including e-commerce, social networking …