Samsul Huda
Specially Appointed Assistant Professor - 助教（特任）
Green Innovation Center (GIC) - グリーンイノベーションセンター
Interdisciplinary Education and Research Field - 異分野融合教育研究領域
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Samsul Huda received the B.S. degree in Telecommunication Engineering and the M.E. degree in Information and Computer Engineering from Politeknik Elektronika Negeri Surabaya, Indonesia, in 2014 and 2016, respectively. He received a Ph.D. degree in Graduate School of Natural Science and Technology from Okayama University, Japan in 2020. Previously, he worked at Universitas 17 Agustus 1945 Surabaya (known as UNTAG Surabaya), Indonesia, as a lecturer in Informatics department. Since October 2022, he has been working at Okayama University, Japan as Specially Appointed Assistant Professor at Green Innovation Center. As of April 2025, following the university's structural reorganization, the center is now part of the Interdisciplinary Education and Research Field, where he is currently affiliated. His research interests include computer networks, internet of things (IoT), and network security. He is the guest editor for special issues in Sensors and CMC-Computers, Materials & Continua, and has organized special sessions at ICCE-TW (2024 and 2025) and ICCE 2025, and served as a session chair at several international conferences. He is a senior member of IEEE and member of IAENG.
Researcher profiles
On-going projects
Green bY Digital (GYD) projects (link)
Journal Publications
He Yixuan, Yuta Kodera, Yasuyuki Nogami, and Samsul Huda, "Role-Based Efficient Proactive Secret Sharing with User Revocation," Cryptography, vol. 9, no. 4, pp. 80, 2025.
Maya Rahayu, Md. Biplob Hossain, Samsul Huda, and Yasuyuki Nogami, "Integrated Authentication Server Design for Efficient Kerberos–Blockchain VANET Authentication," Sensors, Vol. 25, No. 21, pp. 6651, 2025.
Samsul Huda, Muhammad Bisri Musthafa, S. M. Shamim, and Yasuyuki Nogami, "A Study on Zeek IDS Effectiveness for Cybersecurity in Agricultural IoT Networks," Journal of Computational and Cognitive Engineering (JCCE), 2025. (Online First)
Ginanjar Suwasono Adi, Samsul Huda, Griffani Megiyanto Rahmatullah, Dodit Suprianto, Dinda Qurrota Aini Al-Sefy, Ivon Sandya Sari Putri, and Lalu Tri Wijaya Nata Kusuma, "Privacy-Preserving Gender-Based Customer Behavior Analytics in Retail Spaces using Computer Vision," Computers, Materials & Continua, Vol. 86, No.1, pp.1-23, 2025.
Muhammad Bisri Musthafa, Samsul Huda, Tuy Tan Nguyen, Yuta Kodera and Yasuyuki Nogami, "Optimized Ensemble Deep Learning for Real-Time Intrusion Detection on Resource-Constrained Raspberry Pi Devices," IEEE Access, Vol. 13, pp. 113544-113556, 2025.
Hien Nguyen, Samsul Huda, Yasuyuki Nogami, and Tuy Tan Nguyen "Security in Post-Quantum Era: A Comprehensive Survey on Lattice-Based Algorithms ," IEEE Access, Vol. 13, pp. 89003-89024, 2025.
Andri Santoso, Samsul Huda, Yuta Kodera, and Yasuyuki Nogami, "Facial Privacy Protection with Dynamic Multi-User Access Control for Online Photo Platforms," Future Internet, Vol. 17, No. 3, pp. 124, 2025.
Maya Rahayu, Md. Biplob Hossain, Samsul Huda, Yuta Kodera, Md. Arshad Ali, and Yasuyuki Nogami, "The Design and Implementation of Kerberos-Blockchain Vehicular Ad-Hoc Networks Authentication Across Diverse Network Scenarios," Sensors, Vol. 24, No. 23, pp. 7428, 2024.
Samsul Huda, Yasuyuki Nogami, Maya Rahayu, Takuma Akada, Md. Biplop Hossain, Muhammad Bisri Musthafa, Yang Jie, and Le Hoang Anh, "IoT-Enabled Plant Monitoring System with Power Optimization and Secure Authentication," Computers, Materials & Continua, Vol. 81, No. 2, pp. 3165-3187, 2024.
Muhammad Bisri Musthafa, Samsul Huda, Yuta Kodera, Md. Arshad Ali, Shunsuke Araki, Jedidah Mwaura, and Yasuyuki Nogami, "Optimizing IoT Intrusion Detection Using Balanced Class Distribution, Feature Selection, and Ensemble Machine Learning Techniques," Sensors, Vol. 24, No. 13, pp. 4293, 2024.
Le Hoang Anh, Yuta Kawada, Samsul Huda, Md. Arshad Ali, Yuta Kodera and Yasuyuki Nogami, "ELiPS-based Ciphertext-Policy Attribute-Based Encryption", International Journal of Networking and Computing, Vol. 14, No. 2, pp. 186-205, 2024
Md. Biplob Hossain, Maya Rahayu, Md. Arshad Ali, Samsul Huda, Yuta Kodera and Yasuyuki Nogami, "A Blockchain-based Approach with zk-SNARKs for Secure Email Applications", International Journal of Networking and Computing, Vol. 14, No. 2, pp. 225-247, 2024
Le Hoang Anh, Yuta Kawada, Samsul Huda, Md. Arshad Ali, Yuta Kodera, and Yasuyuki Nogami, "A Minimization Number of Final Exponentiations and Inversions for Reducing the Decryption Process Time in ELiPS-Based CP-ABE," Journal of Advances in Information Technology, Vol. 15, No. 6, pp. 748-755, 2024.
Samsul Huda, "Pengenalan Pemanfaatan Cloud Computing dalam Pengembangan Desa Wisata Budaya di Desa Plunturan", Parta: Jurnal Pengabdian Kepada Masyarakat, vol. 3, No. 1, pp. 14-18, June 2022.
Samsul Huda and Muh Bahrul Ilmi Khoiruddin, "Prototipe Monitoring Kebocoran dan Ketersediaan Gas pada APAR (Alat Pemadam Api Ringan) Jenis CO2", Energy-Jurnal Ilmiah Ilmu-Ilmu Teknik, vol. 12, No. 1, pp. 29-35, May 2022.
Samsul Huda, Trio Bekti Imansah, and Elvianto Dwi Hartono, "Prototipe Monitoring Daya Listrik dan Pengendalian Perangkat Elektronik Skala Industri Berbasis IoT di CV. Wellracom Nusantara Surabaya", JIMP-Jurnal Informatika Merdeka Pasuruan, vol. 6, No. 3, pp. 1-7, Dec. 2021.
Samsul Huda and Elvianto Dwi Hartono, "Instalasi sistem tandon air otomatis untuk kebutuhan pasokan air bersih ruang isolasi dan perawatan pasien covid-19 di RSUD RA. Basoeni Mojokerto", JMM-Jurnal Masyarakat Merdeka, vol. 4, No. 2, pp. 37-41, Nov. 2021.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, and Wen-Chung Kao, “A Proposal of calligraphy Learning Assistant System with Letter Portion Practice Function using Projection Mapping”, International Journal of Web Information Systems, vol. 16, No. 2, pp. 137-149, Oct. 2019.
Nuril Esti Khomariah and Samsul Huda,“Walking Pattern for Quadruped as Observer Robot,”, J. of Physics: Conf.Ser., vol. 91201, no. 1, pp. 1-7, 2019.
Nuril Esti Khomariah and Samsul Huda,“Udiebot: Implementasi Inverse Kinematic pada Quadruped Robot,”, Jurnal Ilmu Komputer dan Desain Komunikasi Visual., vol. 3, no. 1, pp. 12-22, 2018.
Nurul Fahmi, Samsul Huda, Amang Sudarsono, M. Udin Harun Al Rasyid,“Fuzzy Logic for an Implementation Environment Health Monitoring System Based on Wireless Sensor Network,”, J. of Tele. Elec. and Comp. Engi., vol. 9, no. 2–4, pp. 119-122, 2017.
Irene Erlyn Wina Rachmawan, Nurul Fahmi, Edi Wahyu Widodo, Samsul Huda, M. Unggul Pamenang, M. Choirur Roziqin, Andri Permana W., Stritusta Sukaridhoto, Dadet Pramadihanto,“An Embedded System for applying High Performance Computing in Educational Learning Activity,”Emitter Int. J. of Engi. Tech., vol. 4, no. 1, pp. 46-64, 2016.
Samsul Huda, Amang Sudarsono, and Tri Harsono, “Secure Communication an d Information Exchange using Authenticated Ciphertext Policy Attribute-Based E ncryption in Mobile Ad-hoc Network,”Emitter Int. J. of Engi. Tech., vol. 4, no. 1, p p. 115-140, 2016.
Samsul Huda, Nurul Fahmi, Amang Sudarsono, and M. Udin Harun Al Rasyid,“Secure Data Sensor Sharing on Ubiquitous Environmental Health Monitoring Application,”J. Tekn. (Scie. & Engi.), vol. 78, no. 6-3, pp. 53-58, 2016.
Amang Sudarsono, Samsul Huda, Nurul Fahmi, M. Udin Harun Al Rasyid, and Prima Kristalina,“Secure Data Exchange in Environmental Health Monitoring System through Wireless Sensor Network,”Int. J. of Engi. and Tech. Inno., vol. 6, no. 2, pp. 103-122, 2016.
Conference Publications
Jedidah Mwaura, Shunsuke Araki, S. M. Shamim, Samsul Huda and Yasuyuki Nogami, "Lightweight Feature Bridging for on-Device Cross-Domain Intrusion Detection in IoT Environments," in IEEE International Conference on Consumer Electronics (ICCE 2026), February 3-5, 2026. (accepted)
Samsul Huda, Hien Nguyen, Tuy Tan Nguyen, and Yasuyuki Nogami, "LPWANs for IoT-enabled Agriculture: Review of Performance and Security," in 2025 TRONSHOW Symposium (TRONSHOW), December 10-12, 2025. (presented)
S. M. Shamim, Muhammad Bisri Musthafa, Samsul Huda, Yuta Kodera, and Yasuyuki Nogami, "A Comparison Study on Federated Learning and Centralized Learning-based Intrusion Detection System for Software-Defined Networking," in The 40th International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC 2025), pp. 1-5, July 2025.
Samsul Huda, Md. Biplob Hossain, Maya Rahayu, Andri Santoso and Yasuyuki Nogami, "Design of Blockchain-Based Secure Device Authentication for IoT Plant Monitoring Systems," in 2025 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2025), pp. 373-374, July 2025.
Mega Pranata, Samsul Huda and Yasuyuki Nogami, "Secure Bundle Payload Using AES On DTN7-Go," in 2025 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2025), pp. 371-372, July 2025.
Li Kexin, Samsul Huda, Yasuyuki Nogami and Yuta Kodera, "Efficient AES SubBytes Implementation for IoT Devices Using Composite Field Arithmetic and Polynomial Ring Representation," in 2025 IEEE International Conference on High Performance Switching and Routing (HPSR 2025), pp. 1-6, May 2025.
Samsul Huda, Muhammad Bisri Musthafa and Yasuyuki Nogami, "A Performance Evaluation of Zeek-Based Intrusion Detection in Agricultural IoT Security," in IEEE International Conference on Consumer Electronics (ICCE 2025), pp. 1-6, January 2025. Best presentation award
Jedidah Mwaura, Shunsuke Araki, Muhammad Bisri Musthafa, Samsul Huda and Yasuyuki Nogami, "A Study on Transfer Learning TinyML-Based Intrusion Detection Framework on IoT Devices," in IEEE International Conference on Consumer Electronics (ICCE 2025), pp. 1-6, January 2025.
Md. Biplob Hossain, Maya Rahayu, Samsul Huda, Md. Arshad Ali, Yuta Kodera and Yasuyuki Nogami, "A Blockchain-Based Approach for Secure Email Encryption with Variable ECC Key Lengths Selection," in 2024 International Conference on Mobile Internet Security (MobiSec 2024), Communications in Computer and Information Science CCIS, Vol. 2597, pp. 102–117, 2024.
He Yixuan, Samsul Huda, Yuta Kodera, and Yasuyuki Nogami, "NUSS: Non-Interactive Updatable of Secret Sharing Schemes Using Homomorphic Encryption," in 2024 Eleventh International Symposium on Computing and Networking Workshops (CANDARW), pp. 266-271, November 2024.
Yang Jie, Yuta Kodera, Samsul Huda, and Yasuyuki Nogami, "A Study of Layer-2 Consortium Blockchain with zk-SNARKs for Medical Information Management," in 2024 Eleventh International Symposium on Computing and Networking Workshops (CANDARW), pp. 375-379, November 2024.
Nobuya Ishihara, Yuta Kodera, Samsul Huda, Tanoshimaru Isokawa, and Yasuyuki Nogami, "An Implementation of USB-Enabled Network Isolation for Remote IoT Security Exercises," in 2024 Eleventh International Symposium on Computing and Networking Workshops (CANDARW), pp. 391-393, November 2024.
Mitsuki Fujiwara, Ryoichi Sato, Samsul Huda, Yasuyuki Nogami, and Yuta Kodera, "Investigating the Role of D Flip-Flop as a Synchronization Circuit for Enhancing Randomness and Stabilizing Bit Distribution in RO-Based RNG on FPGA," in The International Symposium on Information Theory and Its Applications (ISITA 2024), pp. 244-249, November 2024.
S. M. Shamim, Muhammad Bisri Musthafa, Samsul Huda, Yuta Kodera, and Yasuyuki Nogami, "Generative Adversarial Networks for Imbalanced Dataset Intrusion Detection in Software-Defined Networking," in The International Symposium on Information Theory and Its Applications (ISITA 2024), pp. 103-108, November 2024.
Muhammad Bisri Musthafa, Samsul Huda, S. M. Shamim, Yuta Kodera, Jedidah Mwaura, Shunsuke Araki, and Yasuyuki Nogami, "A Deployment of Ensemble-Based IDS on Raspberry Pi," in The 13th Global Conference on Consumer Electronics (GCCE 2024), pp. 184-185, November 2024.
Nobuya Ishihara, Samsul Huda and Yasuyuki Nogami, "A Proposal of Quality Assurance Programming Exercise," in The 32nd International Conference on Computers in Education (ICCE 2024), November 25-29, 2024. (Accepted)
Samsul Huda, Muhammad Bisri Musthafa and Yasuyuki Nogami, "Zeek Intrusion Detection on Raspberry Pi for IoT-Based Agriculture Monitoring Systems: Preliminary Investigation," in IEEE International Symposium on Consumer Technology (ISCT 2024), pp. 372-377, August 2024.
Tuy Tan Nguyen, Tianyi Chen, Ian Philippi, Quoc Bao Phan, Shunri Kudo, Samsul Huda, and Yasuyuki Nogami, "A Highly Secure and Accurate System for COVID-19 Diagnosis from Chest X-Ray Images," in The 67th IEEE International Midwest Symposium on Circuits and Systems (MWSCAS 2024), pp. 980-984, August 2024. nominated for best paper
Andri Santoso, Samsul Huda, Tuy Tan Nguyen, Yuta Kodera and Yasuyuki Nogami, "SnapSafe: Enabling Selective Image Privacy Through YOLO and AES-Protected Facial Encryption with QR Code," in The 39th International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC 2024), pp. 1-5, July 2024.
Ryuichi Kato, Takuro Manabe, Shota Kanzawa, Samsul Huda, Yuta Kodera, Takuya Kusaka and Yasuyuki Nogami, "Reducing Fruitless Cycles in Pollard's Rho Method with SFM for Efficient ECDLP Attacks on BN Curves," in The 39th International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC 2024), pp. 1-5, July 2024.
Le Hoang Anh, Yuta Kawada, Samsul Huda, Yuta Kodera and Yasuyuki Nogami, "Performance Analysis of ELiPS-based CP-ABE with Optimized Decryption Functions," in the 8th International Conference on Information and Communication Technology for Intelligent Systems (ICTIS Las Vegas 2024), pp. 345-354, 2024.
Linh Nguyen, Andri Santoso, Samsul Huda, Yasuyuki Nogami and Tuy Tan Nguyen, "Securing Data Transmission in Noisy Channels: A Synergistic Approach using Kyber and BCH Codes," in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2024), pp. 399-400, July 2024.
Shunri Kudo, Yasuyuki Nogami, Yuta Kodera and Samsul Huda, "Optimizing CRYSTALS-Dilithium in Rust: Radix-4 NTT and Assembly-level Comparison with Official C Implementation," in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2024), pp. 395-396, July 2024.
Taichi Saito, He Yixuan, Samsul Huda, Junting Xiao, Yuta Kodera and Yasuyuki Nogami, "A Study to Improve Calculation Efficiency of CKKS Encoding with Parallelization," in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2024), pp. 397-398, July 2024.
Sou Kumagai, Shota Kanzawa, Samsul Huda, Yuta Kodera and Yasuyuki Nogami, "Investigating Vulnerabilities in RSA-like Cryptosystems Through Lattice-based Attacks on Small Exponent Keys," in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2024), pp. 585-586, July 2024.
Maya Rahayu, Md. Biplob Hossain, Samsul Huda, Md. Arshad Ali, Yuta Kodera and Yasuyuki Nogami, "An In-depth Analysis of Kerberos and Blockchain Integration on VANETs’ Security and Performance," in 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2024), pp. 391-392, July 2024.
Le Hoang Anh, Yuta Kawada, Samsul Huda, Md. Arshad Ali, Yuta Kodera and Yasuyuki Nogami, "A Minimization Number of Final Exponentiations and Inversions for Reducing the Decryption Process Time in ELiPS-Based CP-ABE," in 2024 International Conference on Information Technology and Education Technology (ITET 2024), May 10-12, 2024. Best presentation award (published in JAIT Journal)
Muhammad Bisri Musthafa, Samsul Huda, Md. Arshad Ali, Yuta Kodera, and Yasuyuki Nogami, "Evaluation of IDS Model by Improving Accuracy and Reducing Overfitting Using Stacking LSTM," in IEEE International Conference on Consumer Electronics (ICCE 2024), pp. 1-5, January 2024.
Samsul Huda, Yasuyuki Nogami, Yang Jie, Md. Biplop Hossain, Le Hoang Anh, Takuma Akada, Muhammad Bisri Musthafa and Maya Rahayu, "A Secure Authentication for Plant Monitoring System Sensor Data Access," in IEEE International Conference on Consumer Electronics (ICCE 2024), pp. 1-2, January 2024.
Md. Biplob Hossain, Md. Arshad Ali, Samsul Huda, Yuta Kodera and Yasuyuki Nogami, "A Smart Contract Based Blockchain Approach Integrated with Elliptic Curve Cryptography for Secure Email Application," in 2023 International Symposium on Computing and Networking Workshops (CANDARW), pp. 195-201, November 2023.
Le Hoang Anh, Yuta Kawada, Samsul Huda, Md. Arshad Ali, Yuta Kodera and Yasuyuki Nogami, "An implementation of ELiPS-based Ciphertext-Policy Attribute-Based Encryption" in 2023 International Symposium on Computing and Networking Workshops (CANDARW), pp. 220-226, November 2023.
Maya Rahayu, Md. Arshad Ali, Samsul Huda, Yuta Kodera and Yasuyuki Nogami, "An integrated secured vehicular ad-hoc network leveraging Kerberos authentication and Blockchain technology," in 2023 International Symposium on Computing and Networking Workshops (CANDARW), pp. 260-266, November 2023.
Samsul Huda, Yasuyuki Nogami, Takuma Akada, Maya Rahayu, Md. Biplop Hossain, Muhammad Bisri Musthafa, L. H. Anh and Y. Jie, “A Proposal of IoT Application for Plant Monitoring System with AWS Cloud Service,” in 2023 International Conference on Smart Applications, Communications and Networking (SmartNets), pp. 1–5, July 2023.
Muhammad Bisri Musthafa, Md. Arshad Ali, Samsul Huda, Yuta Kodera, Takuya Kusaka and Yasuyuki Nogami, "Evaluation of machine learning based optimized feature selection approaches and classification methods for Intrusion Detection System," in 2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), pp. 285-286, July, 2023.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, Masaki Sakagami and Nobuya Ishihara, "Evaluations of Air-Conditioning Guidance System in Hot Days," in the 22nd IEEE Hiroshima Section Student Symposium, pp. 127-130, November 2020.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, Rahardhita Widyatra Sudibyo and Nobuya Ishihara, “A Proposal of Air-Conditioning Guidance System Using Discomfort Index”, in the 15th International Conference on Broadband and Wireless Computing, Communication and Applications, Springer Lecture Notes in Networks and Systems, vol.159, pp. 154-165, October 2020.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, Rahardhita Widyatra Sudibyo and Nobuya Ishihara, "An Improvement of Air-Conditioning Guidance System with Outdoor Discomfort Index for Avoiding False Messages," in the IEICE Technical Report, NS2020-27, pp. 31-36, June 2020.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, Rahardhita Widyatra Sudibyo and Nobuya Ishihara, "A Proposal of Air Conditioner Overuse Alarm System using Raspberry Pi," in the IEICE Technical Report, BS-1-16, pp. S28S29, March 17-20, 2020.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, and Wen-Chung Kao, "A Calligraphy Learning Assistant System with Letter Portion Practice Function using Projection Mapping," in 2020 IEEE International Conference on Consumer Electronics (ICCE 2020), pp. 1-2, January 4-6, 2020.
Samsul Huda, Nobuo Funabiki and Minoru Kuribayashi, "An Implementation of Letter Portion Practice Function in Calligraphy Learning Assistant System Using Projection Mapping," in Forum of Information Technology (FIT2019), vol.3, pp. 351352, September 3-5, 2019.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, and Htoo Htoo Sandi Kyaw, "An Evaluation of Calligraphy Learning Assistant System Using Projection Mapping," in the IEICE Technical Report, pp. S-82-S-83, March 19-22, 2019.
Samsul Huda, Nobuo Funabiki, Minoru Kuribayashi, and Wen-Chung Kao, "A Proposal of Calligraphy Learning Assistant System using Projection Mapping," in the 9th International Conference on Science and Engineering 2018 (ICSE 2018), pp. 10-15, December 9-10, 2018.
Samsul Huda, Lu Xiqin, Nobuo Funabiki and Minoru Kuribayashi, "A Proposal of Calligraphy Learning Assistant System using Projection Mapping", in the IEICE Technical Report, vol. 118, no. 211, MVE2018-23, pp. 53-58, September 6-7, 2018.
Nurul Fahmi, Samsul Huda, Eko Prayitno, M. Udin Harun Al Rasyid, M. Choirur Roziqin and M. Unggul Pamenang, "A prototype of monitoring precision agriculture system based on WSN, " in International Seminar on Intelligent Technology and Its Applications (ISITIA), pp. 323-328. Aug. 2017.
Samsul Huda, Amang Sudarsono, and Tri Harsono, "Secure Data Exchange using Authenticated Ciphertext-Policy Attributed-Based Encryption," in International Electronics Symposium (IES), pp. 140-145, Sep. 2015.
Sritrusta Sukaridhoto, Yahya Adi Setiawan, Edi Wahyu Widodo, Samsul Huda and Nurul Fahmi, "Development of MiniPhotoBot for small medium business," in Knowledge Creation and Intelligent Computing (KCIC), pp. 84-89. Mar. 2015.
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