A secure mobile crowdsensing game with deep reinforcement learning
Mobile crowdsensing (MCS) is vulnerable to faked sensing attacks, as selfish smartphone
users sometimes provide faked sensing results to the MCS server to save their sensing costs …
users sometimes provide faked sensing results to the MCS server to save their sensing costs …
DeePGA: A privacy-preserving data aggregation game in crowdsensing via deep reinforcement learning
The Internet of Things has such a profound impact that we have witnessed crowdsensing
has emerged as the most popular sensing paradigm where participants sense and …
has emerged as the most popular sensing paradigm where participants sense and …
Secure mobile crowdsensing based on deep learning
To improve the quality of multimedia services and stimulate secure sensing in Internet of
Things applications, such as healthcare and traffic monitoring, mobile crowdsensing (MCS) …
Things applications, such as healthcare and traffic monitoring, mobile crowdsensing (MCS) …
A blockchain-based reward mechanism for mobile crowdsensing
Mobile crowdsensing (MCS) is a novel sensing scenario of cyber-physical-social systems.
MCS has been widely adopted in smart cities, personal health care, and environment …
MCS has been widely adopted in smart cities, personal health care, and environment …
Game theory in mobile crowdsensing: A comprehensive survey
Mobile CrowdSensing (MCS) is an emerging paradigm in the distributed acquisition of smart
city and Internet of Things (IoT) data. MCS requires large number of users to enable access …
city and Internet of Things (IoT) data. MCS requires large number of users to enable access …
Free market of multi-leader multi-follower mobile crowdsensing: An incentive mechanism design by deep reinforcement learning
The explosive increase of mobile devices with built-in sensors such as GPS, accelerometer,
gyroscope and camera has made the design of mobile crowdsensing (MCS) applications …
gyroscope and camera has made the design of mobile crowdsensing (MCS) applications …
A trust-driven contract incentive scheme for mobile crowd-sensing networks
By leveraging the power of crowd, the prevalence of mobile devices in mobile crowd-
sensing (MCS) networks helps and provides a wide range of sensing services through …
sensing (MCS) networks helps and provides a wide range of sensing services through …
An incentive mechanism design for mobile crowdsensing with demand uncertainties
Mobile crowdsensing (MCS) has shown great potential in addressing large-scale data
sensing problem by allocating sensing tasks to pervasive mobile users (MU). The MUs will …
sensing problem by allocating sensing tasks to pervasive mobile users (MU). The MUs will …
Multiagent actor-critic network-based incentive mechanism for mobile crowdsensing in industrial systems
Mobile crowdsensing (MCS) is an appealing sensing paradigm that leverages the sensing
capabilities of smart devices and the inherent mobility of device owners to accomplish …
capabilities of smart devices and the inherent mobility of device owners to accomplish …
An incentive mechanism for privacy-preserving crowdsensing via deep reinforcement learning
With the rise of the Internet of Things (IoT), the number of mobile devices with sensing and
computing capabilities increases dramatically, paving the way toward an emerging …
computing capabilities increases dramatically, paving the way toward an emerging …