Collaborative indoor positioning systems: A systematic review
Research and development in Collaborative Indoor Positioning Systems (CIPSs) is growing
steadily due to their potential to improve on the performance of their non-collaborative …
steadily due to their potential to improve on the performance of their non-collaborative …
Privacy-preserving cross-environment human activity recognition
Recent studies have demonstrated the success of using the channel state information (CSI)
from the WiFi signal to analyze human activities in a fixed and well-controlled environment …
from the WiFi signal to analyze human activities in a fixed and well-controlled environment …
A blockchain-enabled explainable federated learning for securing internet-of-things-based social media 3.0 networks
Social media (SM) 3.0 integrates SM platforms, such as Facebook and Twitter, with the
Internet of Things (IoT), and has a great potential to change how we interact with mobile …
Internet of Things (IoT), and has a great potential to change how we interact with mobile …
PILOT: Practical privacy-preserving indoor localization using outsourcing
In the last decade, we observed a constantly growing number of Location-Based Services
(LBSs) used in indoor environments, such as for targeted advertising in shopping malls or …
(LBSs) used in indoor environments, such as for targeted advertising in shopping malls or …
Preserving privacy in WiFi localization with plausible dummy locations
Benefiting from the development of wireless communication, WiFi localization plays a vital
role in various mobile applications. However, users' locations are breached by untrusted …
role in various mobile applications. However, users' locations are breached by untrusted …
Efficiently stealing your machine learning models
Machine Learning as a Service (MLaaS) is a growing paradigm in the Machine Learning
(ML) landscape. More and more ML models are being uploaded to the cloud and made …
(ML) landscape. More and more ML models are being uploaded to the cloud and made …
The death and rebirth of privacy-preserving WiFi fingerprint localization with Paillier encryption
Z Yang, K Järvinen - IEEE INFOCOM 2018-IEEE conference on …, 2018 - ieeexplore.ieee.org
Localization based on premeasured WiFi fingerprints is a popular method for indoor
localization where satellite based positioning systems are unavailable. In these systems …
localization where satellite based positioning systems are unavailable. In these systems …
Practical privacy-preserving indoor localization based on secure two-party computation
R Nieminen, K Järvinen - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
We present a privacy-preserving indoor localization scheme based on received signal
strength measurements, eg, from WiFi access points. Our scheme preserves the privacy of …
strength measurements, eg, from WiFi access points. Our scheme preserves the privacy of …
DP3: A differential privacy-based privacy-preserving indoor localization mechanism
Wi-Fi fingerprint-based indoor localization is regarded as one of the most promising
techniques for location-based services. However, it faces serious problem of privacy …
techniques for location-based services. However, it faces serious problem of privacy …
Indoor Location Fingerprinting Privacy: A Comprehensive Survey
The pervasive integration of Indoor Positioning Systems (IPS) arises from the limitations of
Global Navigation Satellite Systems (GNSS) in indoor environments, leading to the …
Global Navigation Satellite Systems (GNSS) in indoor environments, leading to the …