HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing

Author:

Putra Made Adi Paramartha1ORCID,Rachmawati Syifa Maliah2,Abisado Mideth3,Sampedro Gabriel Avelino4

Affiliation:

1. Informatic Engineering, STMIK Primakara, Denpasar, Bali, Indonesia

2. Research and Development Center, Philippine Coding Camp, Manila, Philippines

3. College of Computing and Information Technologies, National University, Manila, Philippines

4. Faculty of Information and Communication Studies, University of the Philippines Open University, Laguna, Philippines

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Leveraging small-scale datasets for additive manufacturing process modeling and part certification: Current practice and remaining gaps;Journal of Manufacturing Systems;2024-08

2. Bridging Data Gaps: A Federated Learning Approach to Heat Emission Prediction in Laser Powder Bed Fusion;Journal of Manufacturing Science and Engineering;2024-07-23

3. Loss-Based Decentralized Federated Learning for Robust IoT Intrusion Detection System;2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT);2024-07-04

4. An Optimized Deep Learning for Efficient Defect Inspection in Smart Industry with Fog Computing;2024 Second International Conference on Data Science and Information System (ICDSIS);2024-05-17

5. PureFed: An Efficient Collaborative and Trustworthy Federated Learning Framework Based on Blockchain Network;IEEE Access;2024

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