Protecting Position Privacy in Range-Based Crowdsourcing Cooperative Localization

Y Zhu, Y Qiu, J Wang, J Hu, F Yan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
High-precision location has become indispensable information in the era of Internet of
Everything. However, the emergence of various location-based services leaves people …

Fault-Tolerant indoor localization based on speed conscious recurrent neural network using Kullback–Leibler divergence

PS Varma, V Anand - Peer-to-peer networking and applications, 2022 - Springer
IoT services are the basic building blocks of smart cities, and some of such crucial services
are provided by smart buildings. Most of the services like smart meters, indoor navigation …

WiCloak: Protect Location Privacy of WiFi Devices

J Jiang, J Wang, Y Liu, Y Chen… - 2024 23rd ACM/IEEE …, 2024 - ieeexplore.ieee.org
The rapid development of WiFi localization poses a serious privacy threat, as eavesdroppers
can locate WiFi devices without their consent. In this paper, we present WiCloak, the first …

Deep leakage from gradients

Y Mu - arXiv preprint arXiv:2301.02621, 2022 - arxiv.org
With the development of artificial intelligence technology, Federated Learning (FL) model
has been widely used in many industries for its high efficiency and confidentiality. Some …

Holistic risk assessment of inference attacks in machine learning

Y Yang - arXiv preprint arXiv:2212.10628, 2022 - arxiv.org
As machine learning expanding application, there are more and more unignorable privacy
and safety issues. Especially inference attacks against Machine Learning models allow …

Membership Inference Attacks Against Latent Factor Model

D Hu - arXiv preprint arXiv:2301.03596, 2022 - arxiv.org
The advent of the information age has led to the problems of information overload and
unclear demands. As an information filtering system, personalized recommendation systems …

基于Wi-Fi 指纹且计算外包的室内定位隐私保护方案

张应辉, 张思睿, 赵秋霞, 郑晓坤, 曹进 - 通信学报, 2024 - infocomm-journal.com
为了解决室内定位中用户和服务器双方的隐私保护问题, 提出了一种在使用Paillier
加密的过程中将部分计算外包给云服务器的方案, 这不仅保护了用户和定位服务器的隐私 …

Some Design Considerations in Passive Indoor Positioning Systems

J Engström, Å Jevinger, CM Olsson, JA Persson - Sensors, 2023 - mdpi.com
User location is becoming an increasingly common and important feature for a wide range of
services. Smartphone owners increasingly use location-based services, as service providers …

移动对象室内定位中的隐私保护方案.

张志武, 雷若兰, 乐燕芬 - … & Processing/Shu Ju Cai Ji Yu …, 2024 - search.ebscohost.com
针对Paillier 算法应用于室内指纹定位隐私保护时, 计算开销大而影响定位实时性的问题,
本文提出了一种移动对象室内指纹定位中的隐私保护算法, 解决Paillier 加密算法实时性不足的 …

基于匿名指纹集的室内指纹定位隐私保护算法.

乐燕芬, 雷若兰, 施伟斌 - Application Research of …, 2023 - search.ebscohost.com
基于Wi Fi 无线信号的指纹定位技术是实现室内定位, 追踪等物联网相关应用的重要手段之一.
在用户向服务器请求定位服务的同时, 如何保护用户的定位隐私和服务器的数据安全是其商业化 …