Robust and Privacy-Preserving Decentralized Deep Federated Learning Training: Focusing on Digital Healthcare Applications

Authors: Tian, Y., Wang, S., Xiong, J., Bi, R., Zhou, Z., Bhuiyan, M.Z.A.

Source: IEEE/ACM Transactions on Computational Biology and Bioinformatics IEEE/ACM Trans. Comput. Biol. and Bioinf. Computational Biology and Bioinformatics, IEEE/ACM Transactions on. 21(4):890-901 Aug, 2024

C-FDRL: Context-Aware Privacy-Preserving Offloading Through Federated Deep Reinforcement Learning in Cloud-Enabled IoT

Authors: Xu, Y., Bhuiyan, M.Z.A., Wang, T., Zhou, X., Singh, A.K.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 19(2):1155-1164 Feb, 2023

FVP-EOC: Fair, Verifiable, and Privacy-Preserving Edge Outsourcing Computing in 5G-Enabled IIoT

Authors: Li, T., Tian, Y., Xiong, J., Bhuiyan, M.Z.A.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 19(1):940-950 Jan, 2023

Cooperative Location-Sensing Network Based on Vehicular Communication Security Against Attacks

Authors: Wang, Z., Wang, S., Bhuiyan, M.Z.A., Xu, J., Hu, Y.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 24(1):942-952 Jan, 2023

AntiConcealer: Reliable Detection of Adversary Concealed Behaviors in EdgeAI-Assisted IoT

Authors: Zhang, J., Bhuiyan, M.Z.A., Yang, X., Wang, T., Xu, X., Hayajneh, T., Khan, F.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 9(22):22184-22193 Nov, 2022

Privacy-Aware Factorization-Based Hybrid Recommendation Method for Healthcare Services

Authors: Meng, S., Fan, S., Li, Q., Wang, X., Zhang, J., Xu, X., Qi, L., Bhuiyan, M.Z.A.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 18(8):5637-5647 Aug, 2022

Privacy-Preserving Federated Depression Detection From Multisource Mobile Health Data

Authors: Xu, X., Peng, H., Bhuiyan, M.Z.A., Hao, Z., Liu, L., Sun, L., He, L.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 18(7):4788-4797 Jul, 2022

Digital Twin-Assisted Real-Time Traffic Data Prediction Method for 5G-Enabled Internet of Vehicles

Authors: Hu, C., Fan, W., Zeng, E., Hang, Z., Wang, F., Qi, L., Bhuiyan, M.Z.A.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 18(4):2811-2819 Apr, 2022

A Blockchain-Based Machine Learning Framework for Edge Services in IIoT

Authors: Tian, Y., Li, T., Xiong, J., Bhuiyan, M.Z.A., Ma, J., Peng, C.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 18(3):1918-1929 Mar, 2022

Trustworthy Target Tracking With Collaborative Deep Reinforcement Learning in EdgeAI-Aided IoT

Authors: Zhang, J., Bhuiyan, M.Z.A., Yang, X., Singh, A.K., Hsu, D.F., Luo, E.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 18(2):1301-1309 Feb, 2022

Guest Editorial: Trustworthiness of AI/ML/DL Approaches in Industrial Internet of Things and Applications

Authors: Bhuiyan, M.Z.A., Kuo, S., Wang, G.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 19(1):969-972 Jan, 2023

Optimizing Share Size in Efficient and Robust Secret Sharing Scheme for Big Data

Authors: Thao, T.P., Rahman, M.S., Bhuiyan, M.Z.A., Kubota, A., Kiyomoto, S., Omote, K.

Source: IEEE Transactions on Big Data IEEE Trans. Big Data Big Data, IEEE Transactions on. 7(4):703-716 Oct, 2021

Adaptive Computation Offloading With Edge for 5G-Envisioned Internet of Connected Vehicles

Authors: Xu, X., Zhang, X., Liu, X., Jiang, J., Qi, L., Bhuiyan, M.Z.A.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 22(8):5213-5222 Aug, 2021

A Deep Learning-Based Mobile Crowdsensing Scheme by Predicting Vehicle Mobility

Authors: Zhu, X., Luo, Y., Liu, A., Tang, W., Bhuiyan, M.Z.A.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 22(7):4648-4659 Jul, 2021

Multiagent Deep Reinforcement Learning for Vehicular Computation Offloading in IoT

Authors: Zhu, X., Luo, Y., Liu, A., Bhuiyan, M.Z.A., Zhang, S.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 8(12):9763-9773 Jun, 2021

Secure Service Offloading for Internet of Vehicles in SDN-Enabled Mobile Edge Computing

Authors: Xu, X., Huang, Q., Zhu, H., Sharma, S., Zhang, X., Qi, L., Bhuiyan, M.Z.A.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 22(6):3720-3729 Jun, 2021

Integrating Blockchain With Artificial Intelligence for Privacy-Preserving Recommender Systems

Authors: Bosri, R., Rahman, M.S., Bhuiyan, M.Z.A., Al Omar, A.

Source: IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 8(2):1009-1018 Jun, 2021

Trust-Aware Service Offloading for Video Surveillance in Edge Computing Enabled Internet of Vehicles

Authors: Xu, X., Wu, Q., Qi, L., Dou, W., Tsai, S., Bhuiyan, M.Z.A.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 22(3):1787-1796 Mar, 2021

An AI-Enabled Three-Party Game Framework for Guaranteed Data Privacy in Mobile Edge Crowdsensing of IoT

Authors: Xiong, J., Zhao, M., Bhuiyan, M.Z.A., Chen, L., Tian, Y.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 17(2):922-933 Feb, 2021

Solving Coupling Security Problem for Sustainable Sensor-Cloud Systems Based on Fog Computing

Authors: Wang, T., Liang, Y., Tian, Y., Bhuiyan, M.Z.A., Liu, A., Asyhari, A.T.

Source: IEEE Transactions on Sustainable Computing IEEE Trans. Sustain. Comput. Sustainable Computing, IEEE Transactions on. 6(1):43-53 Jan, 2021