Privacy implications of room climate data

P Morgner, C Müller, M Ring, B Eskofier… - … –ESORICS 2017: 22nd …, 2017 - Springer
Smart heating applications promise to increase energy efficiency and comfort by collecting
and processing room climate data. While it has been suspected that the sensed data may …

Privacy implications of room climate data

F Armknecht, Z Benenson, P Morgner… - Journal of …, 2019 - content.iospress.com
Smart heating applications promise to increase energy efficiency and comfort by collecting
and processing room climate data. While it has been suspected that the sensed data may …

Non-invasive user tracking via passive sensing: Privacy risks of time-series occupancy measurement

X Wang, P Tague - Proceedings of the 2014 Workshop on Artificial …, 2014 - dl.acm.org
A large-scale sensing infrastructure can collect ample data to benefit many real-world
applications. One promising application scenario is building management. However …

Combined heat and privacy: Preventing occupancy detection from smart meters

D Chen, D Irwin, P Shenoy… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Electric utilities are rapidly deploying smart meters that record and transmit electricity usage
in real-time. As prior research shows, smart meter data indirectly leaks sensitive, and …

Preventing occupancy detection from smart meters

D Chen, S Kalra, D Irwin, P Shenoy… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Utilities are rapidly deploying smart meters that measure electricity usage in real-time.
Unfortunately, smart meters indirectly leak sensitive information about a home's occupancy …

Exploring privacy breaches and mitigation strategies of occupancy sensors in smart buildings

P Lee, EJ Shin, V Guralnik, S Mehrotra… - Proceedings of the 1st …, 2019 - dl.acm.org
Occupancy sensors are an integral part of many smart building applications, including
energy and space optimizations. However, as more occupancy data is collected at an …

Privacy-enhanced architecture for occupancy-based HVAC control

R Jia, R Dong, SS Sastry, CJ Spanos - Proceedings of the 8th …, 2017 - dl.acm.org
Large-scale sensing and actuation infrastructures have allowed buildings to achieve
significant energy savings; at the same time, these technologies introduce significant privacy …

Look twice: Uncover hidden information in room climate sensor data

D Wörner, T Von Bomhard, M Röschlin… - … Conference on the …, 2014 - ieeexplore.ieee.org
Connected sensors are on the march to become pervasive. While they are often deployed
for a single purpose it is worth to take a second look. In this study, we show that the …

Privacy-Preserving Occupancy Estimation

J Williams, V Yazdanpanah… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
In this paper, we introduce an audio-based framework for occupancy estimation, including a
new public dataset, and evaluate occupancy in a 'cocktail party'scenario where the party is …

Privacy-preserving observation in public spaces

F Kerschbaum, HW Lim - … --ESORICS 2015: 20th European Symposium on …, 2015 - Springer
One method of privacy-preserving accounting or billing in cyber-physical systems, such as
electronic toll collection or public transportation ticketing, is to have the user present an …