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As the integration of Internet of Things devices with cloud computing proliferates, the paramount importance of privacy preservation comes to the forefront. This survey paper meticulously explores the landscape of privacy issues in the…

密码学与安全 · 计算机科学 2024-01-02 D. Dhinakaran , S. M. Udhaya Sankar , D. Selvaraj , S. Edwin Raja

The Internet traffic data produced by the Internet of Things (IoT) devices are collected by Internet Service Providers (ISPs) and device manufacturers, and often shared with their third parties to maintain and enhance user services.…

密码学与安全 · 计算机科学 2024-06-18 Su Wang , Keyang Yu , Qi Li , Dong Chen

Computational task offloading based on edge computing can deal with the performance bottleneck of traditional cloud-based systems for Internet of things (IoT). To further optimize computing efficiency and resource allocation, collaborative…

分布式、并行与集群计算 · 计算机科学 2023-01-05 Tonghe Wang , Songpu Ai , Junwei Cao

Machine learning can analyze vast amounts of data generated by IoT devices to identify patterns, make predictions, and enable real-time decision-making. By processing sensor data, machine learning models can optimize processes, improve…

机器学习 · 计算机科学 2026-03-17 Ted Shaowang , Shinan Liu , Jonatas Marques , Nick Feamster , Sanjay Krishnan

Wide scale interest and adoption of Internet of Things (IoT) technologies is fuelling innovation in the way individuals and even machines can interact to exchange knowledge. One area of particular interest is that of analytics. Ever…

网络与互联网体系结构 · 计算机科学 2019-01-11 Hussain Al-Aqrabi , Richard Hill

A social approach can be exploited for the Internet of Things (IoT) to manage a large number of connected objects. These objects operate as autonomous agents to request and provide information and services to users. Establishing trustworthy…

社会与信息网络 · 计算机科学 2018-01-15 Zhiting Lin , Liang Dong

The Internet of Things (IoT) consistently generates vast amounts of data, sparking increasing concern over the protection of data privacy and the limitation of data misuse. Federated learning (FL) facilitates collaborative capabilities…

机器学习 · 计算机科学 2023-10-20 Liangqi Yuan , Ziran Wang , Christopher G. Brinton

The Internet of Things IoT is experiencing exponential growth in research and industry, but it still suffers from privacy and security vulnerabilities. Conventional security and privacy approaches tend to be inapplicable for IoT, mainly due…

密码学与安全 · 计算机科学 2016-08-19 Ali Dorri , Salil S. Kanhere , Raja Jurdak

Researchers find weaknesses in current strategies for protecting privacy in large datasets. Many anonymized datasets are reidentifiable, and norms for offering data subjects notice and consent over emphasize individual responsibility. Based…

计算机与社会 · 计算机科学 2016-05-31 Meg Young

The sharing of data and digital assets in a decentralized settling is associated with various legislative challenges, including, but not limited to, the need to adhere to legal requirements with respect to privacy (e.g. data protection…

密码学与安全 · 计算机科学 2022-06-13 Ines Akaichi

Internet of things (IoT) produces massive data from devices embedded with sensors. The IoT data allows creating profitable services using machine learning. However, previous research does not address the problem of optimal pricing and…

网络与互联网体系结构 · 计算机科学 2020-02-17 Mohammad Abu Alsheikh , Dinh Thai Hoang , Dusit Niyato , Derek Leong , Ping Wang , Zhu Han

The growing complexity of Internet of Things (IoT) environments, particularly in cross-domain data sharing, presents significant security challenges. Existing data-sharing schemes often rely on computationally expensive cryptographic…

密码学与安全 · 计算机科学 2024-11-15 Kexian Liu , Jianfeng Guan , Xiaolong Hu , Jianli Liu , Hongke Zhang

The emergence of the Internet of Things (IoT) has resulted in a significant increase in research on e-health. As the amount of patient data grows, it has become increasingly challenging to protect patients' privacy. Patient data is commonly…

密码学与安全 · 计算机科学 2023-04-04 Sajad Meisami , Sadaf Meisami , Melina Yousefi , Mohammad Reza Aref

The Internet of Things, or IoT, refers to the billions of physical objects around the planet that are now connected to the Internet, many of which store and exchange the data without human interaction. In recent years the Internet of Things…

计算机与社会 · 计算机科学 2020-09-15 Mohan Krishna Kagita , Navod Thilakarathne , Dharmendra Singh Rajput , Dr Surekha Lanka

Smart devices are becoming inseparable from daily lives and are improving fast for providing intelligent services and remote monitoring and control. In order to provide personalized and customized services more personal data collection is…

计算机与社会 · 计算机科学 2020-08-13 Athar Khodabakhsh , Sule Yildirim Yayilgan

The integration of Internet of Things (IoT) devices in healthcare has revolutionized patient care by enabling real-time monitoring, personalized treatments, and efficient data management. However, this technological advancement introduces…

密码学与安全 · 计算机科学 2025-12-30 Behnam Rezaei Bezanjani , Seyyed Hamid Ghafouri , Reza Gholamrezaei

A typical user interacts with many digital services nowadays, providing these services with their data. As of now, the management of privacy preferences is service-centric: Users must manage their privacy preferences according to the rules…

密码学与安全 · 计算机科学 2024-04-22 Rodrigo Falcão , Arghavan Hosseinzadeh

Blockchain has the potential to revolutionize the way we store, use, and process data. Information on most blockchains can be viewed by every node hosting the blockchain, which means that most blockchains cannot handle private data.…

密码学与安全 · 计算机科学 2018-10-30 Sabine Bertram , Co-Pierre Georg

The difficulty in acquiring a sufficient amount of training data is a major bottleneck for machine learning (ML) based data analytics. Recently, commoditizing ML models has been proposed as an economical and moderate solution to ML-oriented…

机器学习 · 计算机科学 2023-04-04 Shuyuan Zheng , Yang Cao , Masatoshi Yoshikawa , Huizhong Li , Qiang Yan

This paper deals with the problem of properly simulating the Internet of Things (IoT). Simulating an IoT allows evaluating strategies that can be employed to deploy smart services over different kinds of territories. However, the…

分布式、并行与集群计算 · 计算机科学 2017-09-21 Gabriele D'Angelo , Stefano Ferretti , Vittorio Ghini