Privacy-Preserving Live Video Analytics for Drones via Edge Computing

Privacy-Preserving Live Video Analytics for Drones via Edge Computing

The use of lightweight drones has surged in recent years across both personal and commercial applications, necessitating the ability to conduct live video analytics on drones with limited computational resources. While edge computing offers a solution to the throughput bottleneck, it also opens the...

Full description

Saved in:

Bibliographic Details
Main Authors:	Piyush Nagasubramaniam, Chen Wu, Yuanyi Sun, Neeraj Karamchandani, Sencun Zhu, Yongzhong He
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Series:	Applied Sciences
Subjects:	privacy-preserving visual privacy drone video analytics edge computing object detection
Online Access:	https://www.mdpi.com/2076-3417/14/22/10254
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Survey on data security and privacy-preserving for the research of edge computing
by: Jiale ZHANG, et al.
Published: (2018-03-01)

Privacy self-correlation privacy-preserving scheme in LBS
by: Weihao LI, et al.
Published: (2019-05-01)

Towards Privacy-Aware and Trustworthy Data Sharing Using Blockchain for Edge Intelligence
by: Youyang Qu, et al.
Published: (2023-12-01)

DRONES, PRIVACY AND DATA PROTECTION
by: Andrei-Alexandru STOICA
Published: (2021-05-01)

Privacy preserving approach based on proximity privacy for numerical sensitive attributes
by: Jing XIE, et al.
Published: (2015-04-01)

Location privacy preservation approach towards to content sharing on mobile online social network
by: Chao LI, et al.
Published: (2016-11-01)

Edge computing privacy protection method based on blockchain and federated learning
by: Chen FANG, et al.
Published: (2021-11-01)

Cloud–Edge–End Collaborative Federated Learning: Enhancing Model Accuracy and Privacy in Non-IID Environments
by: Ling Li, et al.
Published: (2024-12-01)

Survey of privacy preserving data queries in cloud computing
by: Ren-yi XIAO
Published: (2014-12-01)

Data processing based on the privacy-preserving vector for wireless sensor networks
by: Wei-ni ZENG, et al.
Published: (2015-09-01)

Data aggregation based on the privacy-preserving element in wireless sensor networks
by: Wei-ni ZENG, et al.
Published: (2012-10-01)

Review on video privacy protection
by: Ling-ling TONG, et al.
Published: (2013-08-01)

Spatio-temporal aware privacy-preserving scheme in LBS
by: Weihao LI, et al.
Published: (2018-05-01)

Survey of the context-aware location privacy-preserving techniques
by: Dian-hui MAO, et al.
Published: (2013-08-01)

Privacy preserving based on differential privacy for weighted social networks
by: Li-hui LAN, et al.
Published: (2015-09-01)

Towards edge-collaborative, lightweight and privacy-preserving classification framework
by: Jinbo XIONG, et al.
Published: (2022-01-01)

Traffic characteristic based privacy leakage assessment scheme for Android device
by: Zhu WANG, et al.
Published: (2020-02-01)

Crowdsourced federated learning architecture with personalized privacy preservation
by: Yunfan Xu, et al.
Published: (2024-09-01)

Research on privacy protection in the process of information exchange
by: Jia-feng HUA, et al.
Published: (2016-03-01)

Research on privacy-preserving learning machines
by: Yi-zhang JIANG, et al.
Published: (2016-06-01)

Dynamic privacy measurement model and evaluation system for mobile edge crowdsensing
by: Mingfeng ZHAO, et al.
Published: (2021-02-01)

Study on privacy preserving encrypted traffic detection
by: Xinyu ZHANG, et al.
Published: (2021-08-01)

Edge intelligent collaborative privacy protection solution for smart medical
by: Jinshan Lai, et al.
Published: (2023-12-01)

Risk assessing and privacy-preserving scheme for privacy leakage in APP
by: Xinyu WANG, et al.
Published: (2019-05-01)

Review of semantic-based privacy-preserving approaches in LBS
by: Ming-jie MA, et al.
Published: (2016-12-01)

Location publishing technology based on differential privacy-preserving for big data services
by: Lin ZHANG, et al.
Published: (2016-09-01)

Survey on privacy preserving techniques for blockchain
by: Zonghui WANG, et al.
Published: (2018-09-01)

Overview of privacy preserving in social network
by: Rui-xin YAO, et al.
Published: (2016-04-01)

A lightweight privacy-preserving truth discovery mechanism for IoT
by: Yingjie HE, et al.
Published: (2021-05-01)

Regulatory Bitcoin privacy-preserving mixing service
by: Zijian BAO, et al.
Published: (2019-08-01)

Privacy-preserving mining of association rules based on paillier encryption algorithm
by: Huan XING, et al.
Published: (2016-01-01)

Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment
by: Md. Tanzib Hosain, et al.
Published: (2024-01-01)

An efficient IoT group association and data sharing mechanism in edge computing paradigm
by: Haowen Tan
Published: (2023-12-01)

Differentially private sequence generative adversarial networks for data privacy masking
by: Yu ZHANG, et al.
Published: (2020-08-01)

A Secure Framework for Privacy-Preserving Analytics in Healthcare Records Using Zero-Knowledge Proofs and Blockchain in Multi-Tenant Cloud Environments
by: S. Bharath Babu, et al.
Published: (2025-01-01)

Privacy level evaluation of differential privacy for time series based on filtering theory
by: Wen-jun XIONG, et al.
Published: (2017-05-01)

Privacy-Preserving Data Analytics in Internet of Medical Things
by: Bakhtawar Mudassar, et al.
Published: (2024-11-01)

Privacy-preserving trajectory similarity computation method
by: Haining YU, et al.
Published: (2022-11-01)

Privacy-preserving image processing in cloud computing
by: Kui REN
Published: (2016-01-01)

Privacy-Preserving Data Sharing in Telehealth Services
by: Ammar Odeh, et al.
Published: (2024-11-01)