Project-Related Publications
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)
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. link
Collaborative 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.
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.
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.
Project-Related Publications
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)
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. link
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. link Best presentation award
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. link
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. link
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. link
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. link
Samsul Huda, Yasuyuki Nogami, Takuma Akada, Maya Rahayu, Md. Biplop Hossain, Muhammad Bisri Musthafa, Le Hoang Anh and Yang 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. link
Collaborative Publications
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.
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.
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), December 17-19, 2024. (Presented)
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.
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.
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), July 9-11, 2024. (Presented)
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), July 9-11, 2024. (Presented)
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), July 9-11, 2024. (Presented)
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), July 9-11, 2024. (Presented)
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), July 9-11, 2024. (Presented)
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 (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.
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 Eleventh 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 Eleventh 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 Eleventh International Symposium on Computing and Networking Workshops (CANDARW), pp. 260-266, November 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," 2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), pp. 285-286, July, 2023.