AHybrid Deep Learning Framework Combining On-Device and Cloud-Based Processing for Cybersecurity in Mobile Cloud Environments

K Sathupadi - International Journal of Information and …, 2023 - publications.dlpress.org
… computing, where computational tasks and data storage are offloaded from mobile devices
to more capable and centralized cloud-based infrastructure. In this framework, the processing …

Edge-based IIoT malware detection for mobile devices with offloading

X Deng, X Pei, S Tian, L Zhang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… -constrained mobile devices, and the communication overhead of cloud-based malware
detection … , an energyefficient offloading strategy-based IIoT malware detection is developed to …

A review of cloud-based malware detection system: Opportunities, advances and challenges

Ö Aslan, M Ozkan-Okay, D Gupta - European Journal of Engineering and …, 2021 - ej-eng.org
… Investigation of cloud-based malware detection game is … malware detection game which
shows how mobile devices … To get optimal offloading rate for a mobile device, Q-learning is used…

Intelligent behavior-based malware detection system on cloud computing environment

Ö Aslan, M Ozkan-Okay, D Gupta - IEEE Access, 2021 - ieeexplore.ieee.org
… We believe that cloud-based malware detection approach is still at the early stage, and there
… Du, “Cloud-based malware detection game for mobile devices with offloading,” IEEE Trans. …

On‐Device Detection of Repackaged Android Malware via Traffic Clustering

G He, B Xu, L Zhang, H Zhu - Security and Communication …, 2020 - Wiley Online Library
… Compared to the popular cloud-based framework (Figure 5(a)… process is offloaded to the
edge and the mobile devices must … We still regard them as following the cloud-based framework …

A client/server malware detection model based on machine learning for android devices

A Fournier, F El Khoury, S Pierre - IoT, 2021 - mdpi.com
… to protect private and financial information, for the mobile applications of the … a mobile
device by sending data from the mobile device to the server for remote processing (ie, offloading) …

A Bayesian Q-Learning Game for Dependable Task Offloading Against DDoS Attacks in Sensor Edge Cloud

J Liu, X Wang, S Shen, G Yue, S Yu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… task offloading from both legitimate sensor devices and DDoS attackers based on Bayesian
… Du, “Cloud-based malware detection game for mobile devices with offloading,” IEEE Trans. …

Towards data and computation offloading in mobile cloud computing: taxonomy, overview, and future directions

AM Rahmani, M Mohammadi, AH Mohammed… - Wireless Personal …, 2021 - Springer
Mobile Cloud Computing (MCC) tries to provide cloud-based services for the customers
equipped with smart mobile devices … limited battery power, offloading and scheduling techniques …

A deep reinforcement learning based offloading game in edge computing

Y Zhan, S Guo, P Li, J Zhang - IEEE Transactions on Computers, 2020 - ieeexplore.ieee.org
… Du, “Cloud-based malware detection game for mobile devices with offloading,” IEEE Trans.
… Du, “Reinforcement learning based mobile offloading for cloud-based malware detection,” in …

Reinforcement learning-based mobile offloading for edge computing against jamming and interference

L Xiao, X Lu, T Xu, X Wan, W Ji… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… RL based mobile offloading scheme for mobile devices that support deep learning to choose
the offloading policy … Du, “Cloud-based malware detection game for mobile devices with …