Least Recently Frequently Used Replacement Policy Named Data Networking Approach. - Made Adi Paramartha Putra; Hamonangan Situmorang; Nana Rachmana Syambas (ICEEI, 2019)

Energy Efficient-based Sensor Data Prediction using Deep Concatenate MLP. - Made Adi Paramartha Putra; Ade Pitra Hermawan; Dong-Seong Kim 002; Jae-Min Lee (ETFA, 2021)

DB-BiLSTM: Euclidean Distance-Based Sensor Data Prediction for IoT Applications. - Made Adi Paramartha Putra; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2021)

Composite Multi-Directional LSTM for Accurate Prediction of Energy Consumption. - Made Adi Paramartha Putra; Dong-Seong Kim 002; Jae-Min Lee (ICOIN, 2022)

Backhaul Aggregator Design for Real-Time 3D Printer System. - Yohana Jayanti Aruan; Made Adi Paramartha Putra; Adinda Riztia Putri; Philip Tobianto Daely; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

3DFed: A Secure Federated Learning-based System for Fault Detection in 3D Printer Industry. - Made Adi Paramartha Putra; Mark Verana; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

Data Prediction-Based Virtual Sensor in Digital Twin Scenario using Deep Learning Approach. - Adinda Riztia Putri; Made Adi Paramartha Putra; Taesoo Jun; Jae-Min Lee; Dong-Seong Kim 002 (ICTC, 2022)

Fine-Tuned CNN with Data Augmentation for 3D Printer Fault Detection. - Syifa Maliah Rachmawati; Made Adi Paramartha Putra; Taesoo Jun; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

Adaptive LRFU replacement policy for named data network in industrial IoT. - Made Adi Paramartha Putra; Dong-Seong Kim 002; Jae-Min Lee (ICT Express, 2022)

Leveraging Fog Layer Data Prediction Using Deep Learning for Enhanced IoT Sensor Longevity. - Made Adi Paramartha Putra; Mideth B. Abisado; Gabriel Avelino R. Sampedro (APCC, 2023)

Optimal Tree Bayesian for the Characterization of Ciphered Network Communication Traffic. - Love Allen Chijioke Ahakonye; Cosmas Ifeanyi Nwakanma; Made Adi Paramartha Putra; Augustin Gohil; Jae Min Lee; Dong-Seong Kim 002 (ICAIIC, 2023)

FLB2: Layer 2 Blockchain Implementation Scheme on Federated Learning Technique. - Revin Naufal Alief; Made Adi Paramartha Putra; Augustin Gohil; Jae-Min Lee; Dong-Seong Kim 002 (ICAIIC, 2023)

Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry. - Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Revin Naufal Alief; Love Allen Chijioke Ahakonye; Augustin Gohil; Dong-Seong Kim 002; Jae-Min Lee (ICAIIC, 2023)

Blockchain-Based Decentralized Trust Aggregation for Federated Cyber-Attacks Classification in SDN-Enabled Maritime Transportation Systems. - Ahmad Zainudin; Revin Naufal Alief; Made Adi Paramartha Putra; Rubina Akter; Dong-Seong Kim 002; Jae-Min Lee (ICC Workshops, 2023)

Blockchain-based Federated Learning for Bearing Fault Detection in the Industrial Internet of Things. - Made Adi Paramartha Putra; Ahmad Zainudin; Revin Naufal Alief; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2023)

Blockchain-aided Decentralized Collaborative Automatic Modulation Classification for Next-Generation Wireless Networks. - Ahmad Zainudin; Revin Naufal Alief; Made Adi Paramartha Putra; Rubina Akter; Jae-Min Lee; Dong-Seong Kim 002 (ICTC, 2023)

Toward Accurate Fused Deposition Modeling 3D Printer Fault Detection Using Improved YOLOv8 With Hyperparameter Optimization. - Nyoman Bogi Aditya Karna; Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Mideth B. Abisado; Gabriel Avelino R. Sampedro (IEEE Access, 2023)

HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing. - Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Mideth B. Abisado; Gabriel Avelino R. Sampedro (IEEE Access, 2023)

3D-AmplifAI: An Ensemble Machine Learning Approach to Digital Twin Fault Monitoring for Additive Manufacturing in Smart Factories. - Gabriel Avelino R. Sampedro; Made Adi Paramartha Putra; Mideth B. Abisado (IEEE Access, 2023)

Industrial Internet of Things-Based Fault Mitigation for Smart Additive Manufacturing Using Multi-Flow BiLSTM. - Gabriel Avelino R. Sampedro; Made Adi Paramartha Putra; Jae-Min Lee; Dong-Seong Kim 002 (IEEE Access, 2023)

Digital twin-enabled 3D printer fault detection for smart additive manufacturing. - Syifa Maliah Rachmawati; Made Adi Paramartha Putra; Jae Min Lee; Dong Seong Kim 002 (Eng. Appl. Artif. Intell., 2023)

3DVis: A Layer-wise Fused Deposition Modeling 3D Printer Fault Detection Dataset. - Made Adi Paramartha Putra; Love Allen Chijioke Ahakonye; Mark Verana; Syifa Maliah Rachmawati; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (IEEE DataPort, 2023)

ACS: Accuracy-based client selection mechanism for federated industrial IoT. - Made Adi Paramartha Putra; Adinda Riztia Putri; Ahmad Zainudin; Dong-Seong Kim 002; Jae-Min Lee (Internet Things, 2023)

FDPR: A Novel Fog Data Prediction and Recovery Using Efficient DL in IoT Networks. - Made Adi Paramartha Putra; Ade Pitra Hermawan; Cosmas Ifeanyi Nwakanma; Dong-Seong Kim 002; Jae-Min Lee (IEEE Internet Things J., 2023)

Collaborative Decentralized Learning for Detecting Bearing Faults in Industrial Internet of Things. - Made Adi Paramartha Putra; Ahmad Zainudin; Gabriel Avelino R. Sampedro; Nengah Widya Utami; Dong-Seong Kim 002; Jae-Min Lee (APCC, 2024)

Collaborative Decentralized Learning for Detecting Deepfake Videos in Entertainment. - Made Adi Paramartha Putra; Nengah Widya Utami; I Gede Juliana Eka Putra; Nyoman Bogi Aditya Karna; Ahmad Zainudin; Gabriel Avelino R. Sampedro (GEM, 2024)

TLFed: Federated Learning-based 1D-CNN-LSTM Transmission Line Fault Location and Classification in Smart Grids. - Paul Michael Custodio; Made Adi Paramartha Putra; Jae-Min Lee; Dong-Seong Kim 002 (ICAIIC, 2024)

Toward Fast and Accurate Sensor Data Prediction Using iDC-MLP Algorithm for Industrial IoT. - Made Adi Paramartha Putra; Gabriel Avelino R. Sampedro; Ahmad Zainudin; Dong-Seong Kim 002; Jae-Min Lee (ICC Workshops, 2024)

Blockchain-aided Collaborative Threat Detection for Securing Digital Twin-based IIoT Networks. - Ahmad Zainudin; Made Adi Paramartha Putra; Revin Naufal Alief; Dong-Seong Kim 002; Jae-Min Lee (ICC, 2024)

Towards Precision Agriculture Using Federated Learning-Driven Crop Recommendation System. - Nyoman Bogi Aditya Karna; Sofia Naning Hertiana; Made Adi Paramartha Putra; Nengah Widya Utami; I Gede Juliana Eka Putra; Dewa Rahyuni; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2024)

SECC: A Secure and Efficient Communication Channel for Federated Learning System. - Made Adi Paramartha Putra; Nyoman Bogi Aditya Karna; Sofia Naning Hertiana; Ahmad Zainudin; Revin Naufal Alief; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2024)

Development of a Balinese Endek Classification Application Using Convolutional Neural Networks. - Nengah Widya Utami; I Putu Restu Prajna; Ketut Queena Fredlina; Made Adi Paramartha Putra (ICTC, 2024)

Health Monitoring System in Smart Greenbox for Chili Plant Using Convolutional Neural Network. - Nyoman Bogi Aditya Karna; Rucidi Kelikualiq; Bagus Aditya; Made Adi Paramartha Putra; Dewa Rahyuni; Sofia Naning Hertiana (IoTaIS, 2024)

PureFed: An Efficient Collaborative and Trustworthy Federated Learning Framework Based on Blockchain Network. - Made Adi Paramartha Putra; Nyoman Bogi Aditya Karna; Revin Naufal Alief; Ahmad Zainudin; Dong-Seong Kim 002; Jae-Min Lee; Gabriel Avelino R. Sampedro (IEEE Access, 2024)

TSFed: A three-stage optimization mechanism for secure and efficient federated learning in industrial IoT networks. - Made Adi Paramartha Putra; Nyoman Bogi Aditya Karna; Ahmad Zainudin; Dong-Seong Kim 002; Jae-Min Lee (Internet Things, 2024)

Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT. - Made Adi Paramartha Putra; Revin Naufal Alief; Syifa Maliah Rachmawati; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (Internet Things, 2024)

Blockchain-Inspired Collaborative Cyber-Attacks Detection for Securing Metaverse. - Ahmad Zainudin; Made Adi Paramartha Putra; Revin Naufal Alief; Rubina Akter; Dong-Seong Kim 002; Jae-Min Lee (IEEE Internet Things J., 2024)

Collaborative edge learning-assisted interactive avatar generation framework for IoT-driven metaverse. - Ahmad Zainudin; Made Adi Paramartha Putra; Dong-Seong Kim 002; Jae-Min Lee (Internet Things, 2025)