Privacy-preserving based task allocation with mobile edge clouds

Y Qian, Y Jiang, MS Hossain, L Hu, G Muhammad… - Information …, 2020 - Elsevier
With the rapid development of mobile crowdsensing applications, task allocation has
emerged as a new problem to be solved. Many task allocation strategies have been …

Privacy-preserving real-time anomaly detection using edge computing

S Mehnaz, E Bertino - 2020 IEEE 36th International Conference …, 2020 - ieeexplore.ieee.org
Anomaly detection on data collected by devices, such as sensors and IoT objects, is
inevitable for many critical systems, eg, an anomaly in the data of a patient's health …

Overview of multimedia mobile edge computing

K Kanai, K Imagane, J Katto - ITE Transactions on Media Technology …, 2018 - jstage.jst.go.jp
Recently, to provide a low-latency mobile computing platform, Mobile Edge Computing
(MEC) is proposed. In this paper, we first summarized the feature capabilities of MEC, such …

Deep learning video analytics through edge computing and neural processing units on mobile devices

T Tan, G Cao - IEEE Transactions on Mobile Computing, 2021 - ieeexplore.ieee.org
Many mobile applications have been developed to apply deep learning for video analytics.
Although these advanced deep learning models can provide us with better results, they also …

Semantic Privacy-Preserving for Video Surveillance Services on the Edge

AYC Huang, Y Chen, D Huang… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
Intelligent Video surveillance systems, leveraging edge computing, have become
increasingly prevalent in various facilities, providing advanced monitoring and management …

Deep learning on mobile devices through neural processing units and edge computing

T Tan, G Cao - IEEE INFOCOM 2022-IEEE Conference on …, 2022 - ieeexplore.ieee.org
Deep Neural Network (DNN) is becoming adopted for video analytics on mobile devices. To
reduce the delay of running DNNs, many mobile devices are equipped with Neural …

ZoomP3: Privacy-Preserving Publishing of Online Video Conference Recordings

Y Sun, S Zhu, Y Chen - Proceedings on Privacy Enhancing …, 2022 - petsymposium.org
The COVID-19 epidemic has made online video conferencing extremely popular throughout
the world, with many schools, companies and government sectors using video conferencing …

Vabus: Edge-cloud real-time video analytics via background understanding and subtraction

H Wang, Q Li, H Sun, Z Chen, Y Hao… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Edge-cloud collaborative video analytics is transforming the way data is being handled,
processed, and transmitted from the ever-growing number of surveillance cameras around …

Game-theoretic scalable offloading for video streaming services over LTE and WiFi networks

D Ho, GS Park, H Song - IEEE Transactions on Mobile …, 2017 - ieeexplore.ieee.org
This paper presents a game-theoretic scalable offloading system that provides seamless
video streaming services by effectively offloading parts of video traffic in all video streaming …

Privacy-preserving and energy efficient task offloading for collaborative mobile computing in IoT: An ADMM approach

Y Yao, Z Wang, P Zhou - Computers & Security, 2020 - Elsevier
The pervasive application of Internet of Things (IoT) has pushed the proliferation of edge
computing. There exists potential in edge computing to satisfy the concerns of task delay …