Local differential privacy and its applications: A comprehensive survey
With the rapid development of low-cost consumer electronics and pervasive adoption of next
generation wireless communication technologies, a tremendous amount of data has been …
generation wireless communication technologies, a tremendous amount of data has been …
A comprehensive survey on local differential privacy toward data statistics and analysis
T Wang, X Zhang, J Feng, X Yang - Sensors, 2020 - mdpi.com
Collecting and analyzing massive data generated from smart devices have become
increasingly pervasive in crowdsensing, which are the building blocks for data-driven …
increasingly pervasive in crowdsensing, which are the building blocks for data-driven …
Local differential privacy-based federated learning for internet of things
The Internet of Vehicles (IoV) is a promising branch of the Internet of Things. IoV simulates a
large variety of crowdsourcing applications, such as Waze, Uber, and Amazon Mechanical …
large variety of crowdsourcing applications, such as Waze, Uber, and Amazon Mechanical …
A survey of trust management in the Internet of Vehicles
A Hbaieb, S Ayed, L Chaari - Computer Networks, 2022 - Elsevier
In recent years, the emergence of the Internet of Vehicles (IoV) aims to enhance the users'
quality of experience through proposing more sophisticated services ranging from …
quality of experience through proposing more sophisticated services ranging from …
A secure and privacy preserved parking recommender system using elliptic curve cryptography and local differential privacy
The privacy preservation has received considerable attention from organizations as the
growing population is apprehensive regarding personal data being preserved. Smart …
growing population is apprehensive regarding personal data being preserved. Smart …
A survey of differential privacy-based techniques and their applicability to location-based services
The widespread use of mobile devices such as smartphones, tablets, and smartwatches has
led users to constantly generate various location data during their daily activities …
led users to constantly generate various location data during their daily activities …
A comprehensive survey on local differential privacy
X **ong, S Liu, D Li, Z Cai, X Niu - Security and Communication …, 2020 - Wiley Online Library
With the advent of the era of big data, privacy issues have been becoming a hot topic in
public. Local differential privacy (LDP) is a state‐of‐the‐art privacy preservation technique …
public. Local differential privacy (LDP) is a state‐of‐the‐art privacy preservation technique …
Joint protection of energy security and information privacy for energy harvesting: An incentive federated learning approach
Q Pan, J Wu, AK Bashir, J Li, W Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Energy harvesting (EH) is a promising and critical technology to mitigate the dilemma
between the limited battery capacity and the increasing energy consumption in the Internet …
between the limited battery capacity and the increasing energy consumption in the Internet …
[HTML][HTML] Safeguarding cross-silo federated learning with local differential privacy
Federated Learning (FL) is a new computing paradigm in privacy-preserving Machine
Learning (ML), where the ML model is trained in a decentralized manner by the clients …
Learning (ML), where the ML model is trained in a decentralized manner by the clients …
Blockchain-based solutions for security, privacy, and trust management in vehicular networks: a survey
Vehicular networks are considered as one of the most pertinent research topics in intelligent
transportation systems and anchors for future smart city environment due to the ability to …
transportation systems and anchors for future smart city environment due to the ability to …