Private Variable-Length Coding with Non-Zero Leakage

A Zamani, TJ Oechtering… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
A private compression design problem is studied, where an encoder observes useful data Y,
wishes to compress it using variable length code and communicates it through an …

Bounds for privacy-utility trade-off with per-letter privacy constraints and non-zero leakage

A Zamani, TJ Oechtering… - 2022 IEEE Information …, 2022 - ieeexplore.ieee.org
An information theoretic privacy mechanism design problem for two scenarios is studied
where the private data is either hidden or observable. In each scenario, privacy leakage …

Multi-user privacy mechanism design with non-zero leakage

A Zamani, TJ Oechtering… - 2023 IEEE Information …, 2023 - ieeexplore.ieee.org
A privacy mechanism design problem is studied through the lens of information theory. In
this work, an agent observes useful data Y=(Y 1,…, YN) that is correlated with private data …

Preserving Data Utility in Differentially Private Smart Home Data

S Stirapongsasuti, FJ Tiausas, Y Nakamura… - IEEE …, 2024 - ieeexplore.ieee.org
The development of smart sensors and appliances can provide a lot of services.
Nevertheless, the act of aggregating data containing sensitive information related to privacy …

Differential Privacy for Protecting Private Patterns in Data Streams

H Gu, T Plagemann, M Benndorf… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Complex event processing (CEP) is a powerful and increasingly more important tool to
analyse data streams for Internet of Things (IoT) applications. These data streams often …

Multi-Task Private Semantic Communication

A Zamani, S Daei, TJ Oechtering… - arXiv preprint arXiv …, 2024 - arxiv.org
We study a multi-task private semantic communication problem, in which an encoder has
access to an information source arbitrarily correlated with some latent private data. A user …

[PDF][PDF] Privacy-Aware Platform for Smart Home Sensor Data

S Stirapongsasuti - 2024 - naist.repo.nii.ac.jp
The development of sensors and smart appliances can provide many smart home services,
eg, smart appliance control, anomaly detection, life logging, elderly monitoring, and so on …

No One Size (PPM) Fits All: Towards Privacy in Stream Processing Systems

M Fomichev, M Luthra, M Benndorf… - Proceedings of the 17th …, 2023 - dl.acm.org
Stream processing systems (SPSs) have been designed to process data streams in real-
time, allowing organizations to analyze and act upon data on-the-fly, as it is generated …