Didik Sudyana

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
ML-Based Intrusion Detection as a Service: Traffic Split Offloading and Cost Allocation in a Multi-Tier Architecture.
IEEE Trans. Serv. Comput.
Didik Sudyana, Yuan-Cheng Lai, Ying-Dar Lin, Piotr Cholda
2025 J jnl
Optimal Resource Allocation for AIoT as a Service Under Various Service Scenarios and Architectures.
IEEE Trans. Netw. Serv. Manag.
Ren-Hung Hwang, Tsai-Ying Chou, Jia-You Lin, Didik Sudyana, Yuan-Cheng Lai, Ying-Dar Lin
2025 J jnl
Reinforcement Learning for AI as a Service: CPU-GPU Task Scheduling for Preprocessing, Training, and Inference Tasks.
IEEE Trans. Netw. Serv. Manag.
Ying-Dar Lin, Yin-Tao Ling, Yuan-Cheng Lai, Didik Sudyana
2025 J jnl
Reproducing ATT&CK Techniques and Lifecycles to Train Machine Learning Classifier.
IEEE Netw.
Fietyata Yudha, Ying-Dar Lin, Yuan-Cheng Lai, Didik Sudyana, Ren-Hung Hwang
2024 J jnl
AI for AI-based intrusion detection as a service: Reinforcement learning to configure models, tasks, and capacities.
J. Netw. Comput. Appl.
Ying-Dar Lin, Hao-Xuan Huang, Didik Sudyana, Yuan-Cheng Lai
2024 J jnl
Two-stage multi-datasource machine learning for attack technique and lifecycle detection.
Comput. Secur.
Ying-Dar Lin, Shin-Yi Yang, Didik Sudyana, Fietyata Yudha, Yuan-Cheng Lai, Ren-Hung Hwang
2023 J jnl
A Novel Multi-Stage Approach for Hierarchical Intrusion Detection.
IEEE Trans. Netw. Serv. Manag.
Miel Verkerken, Laurens D'hooge, Didik Sudyana, Ying-Dar Lin, Tim Wauters, Bruno Volckaert, Filip De Turck
2023 J jnl
Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning?
Computer
Ying-Dar Lin, Yuan-Cheng Lai, Didik Sudyana, Ren-Hung Hwang
2023 J jnl
Task Assignment and Capacity Allocation for ML-Based Intrusion Detection as a Service in a Multi-Tier Architecture.
IEEE Trans. Netw. Serv. Manag.
Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck
2022 J jnl
ELAT: Ensemble Learning with Adversarial Training in defending against evaded intrusions.
J. Inf. Secur. Appl.
Ying-Dar Lin, Jehoshua-Hanky Pratama, Didik Sudyana, Yuan-Cheng Lai, Ren-Hung Hwang, Po-Ching Lin, Hsuan-Yu Lin, Wei-Bin Lee, Chen-Kuo Chiang
2021 — conf
Machine learning based intrusion detection as a service: task assignment and capacity allocation in a multi-tier architecture.
UCC Companion
Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck