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Didik Sudyana

Observed names: Didik SUDYANA, Sudyana, Didik
ORCID: 0000-0001-5378-2622
Observed ORCID: 0000-0001-5378-2622
OpenAlex ID: A5029661382
A Novel Multi-Stage Approach for Hierarchical Intrusion Detection
2023 · Miel Verkerken, Laurens D’hooge, et al. · IEEE Transactions on Network and Service Management · 105
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Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning
2024 · Didik Sudyana, Ying-Dar Lin, et al. · IEEE Transactions on Machine Learning in Communications and Networking · 26
Task Assignment and Capacity Allocation for ML-Based Intrusion Detection as a Service in a Multi-Tier Architecture
2022 · Yuan-Cheng Lai, Didik Sudyana, et al. · IEEE Transactions on Network and Service Management · 21
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ELAT: Ensemble Learning with Adversarial Training in defending against evaded intrusions
2022 · Ying-Dar Lin, Jehoshua-Hanky Pratama, et al. · Journal of Information Security and Applications · 17
Evolving ML-Based Intrusion Detection: Cyber Threat Intelligence for Dynamic Model Updates
2025 · Ying-Dar Lin, Yi-Hsin Lu, et al. · IEEE Transactions on Machine Learning in Communications and Networking · 16
Two-stage multi-datasource machine learning for attack technique and lifecycle detection
2024 · Ying-Dar Lin, Shin-Yi Yang, et al. · Computers & Security · 12
AI for AI-based intrusion detection as a service: Reinforcement learning to configure models, tasks, and capacities
2024 · Ying-Dar Lin, Hao-Xuan Huang, et al. · Journal of Network and Computer Applications · 11
Machine learning based intrusion detection as a service
2021 · Yuan-Cheng Lai, Didik Sudyana, et al. · IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) · 7
ML-Based Intrusion Detection as a Service: Traffic Split Offloading and Cost Allocation in a Multi-Tier Architecture
2025 · Didik Sudyana, Yuan-Cheng Lai, et al. · IEEE Transactions on Services Computing · 6
From Flow to Packet: A Unified Machine Learning Approach for Advanced Intrusion Detection
2025 · Didik Sudyana, Fietyata Yudha, et al. · Security and Communication Networks · 5
Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning?
2023 · Ying-Dar Lin, Yuan-Cheng Lai, et al. · Computer · 5
Reinforcement Learning for AI as a Service: CPU-GPU Task Scheduling for Preprocessing, Training, and Inference Tasks
2025 · Ying-Dar Lin, Yin-Tao Ling, et al. · IEEE Transactions on Network and Service Management · 4
A custom recovery approach for physical forensic imaging of android device
2023 · Fietyata Yudha, Erika Ramadhani, et al. · AIP conference proceedings · 4
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Reproducing ATT&CK Techniques and Lifecycles to Train Machine Learning Classifier
2025 · Fietyata Yudha, Ying-Dar Lin, et al. · IEEE Network · 3
Quality Analysis in IDS Dataset: Impact on Model Generalization
2024 · Didik Sudyana, Miel Verkerken, et al. · IEEE Conference on Communications and Network Security · 3
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Optimal Resource Allocation for AIoT as a Service Under Various Service Scenarios and Architectures
2024 · Ren-Hung Hwang, Tsai-Ying Chou, et al. · IEEE Transactions on Network and Service Management · 2
Beyond Retraining: Source-Free Adaptation for Generalizable Intrusion Detection
2026 · Didik Sudyana, Wong Yu Xuan, et al. · International Conference on Communications · 1
Reinforcement Learning-Driven Honeypots: Tactic-Based Defense for Industrial Control Systems
2026 · Ying-Dar Lin, Rasul Mankaev, et al. · IEEE Transactions on Machine Learning in Communications and Networking · 1
Bridging Training–Deployment Gap in Intrusion Detection With Source-Free Domain Adaptation
2026 · Didik Sudyana, Wong Yu Xuan, et al. · IEEE Transactions on Network and Service Management · 1
Komparasi Metode WASPAS dan SAW Dalam Evaluasi Kinerja Guru Di Pondok Pesantren Darul Kamilin
2024 · Baiq Evi Pratiwi, Sofiansyah Fadli, et al. · Decode Jurnal Pendidikan Teknologi Informasi · 1
Zero-Trust Multimodal Sensor Defense: Trust-Weighted Consensus with Cross-Modal Physics Constraints against Single-Sensor Adversarial Attacks
2026 · Ade Kurniawan, Gunawan Witjaksono, et al. · Preprints.org
AI for AIoT as a Service: AI to Configure Models, Capacities, and Tasks
2026 · Ying-Dar Lin, Tin-Han Lin, et al. · IEEE Internet of Things Journal
Adaptable Energy-Efficient Monitoring Framework for Smart Streetlights in Campus Environment
2026 · Yi-Tao Cheng, Narn-Yih Lee, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)
Data-Driven Energy Optimization for Campus Streetlights Using Multimodal Sensing
2026 · Yi-Tao Cheng, Narn-Yih Lee, et al. · Lecture notes in computer science
A Potential-User-Based Approach to Edge Server Placement with Quantum-Behaved Particle Swarm Optimization
2026 · Widhi Yahya, Didik Sudyana, et al. · SSRN Electronic Journal
Works count: 34
Citation count: 253
H-index: 7
I10-index: 7
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