Didik Sudyana - Publications, H-index & Citations

Didik Sudyana

National Cheng Kung University

5H指数

23论文数

146被引数

收录论文 8

发表时间

Bridging Training–Deployment Gap in Intrusion Detection With Source-Free Domain Adaptation 利用无源域适应缩小入侵检测中的训练-部署差距

IEEE Transactions on Network and Service Management

IF5.4

2026-08-14

PREAI

Didik Sudyana; Wong Yu Xuan; Laurens D’hooge; Ren-Hung Hwang; Narn-Yih Lee; Pei-Yin Chen; Tim Wauters; Bruno Volckaert; Filip de Turck

AI for AIoT as a Service: AI to Configure Models, Capacities, and Tasks AIoT作为服务的AI：配置模型、容量和任务

IEEE Internet of Things Journal

IF8.9

2026-03-20

PREAI

Ying-Dar Lin; Tin-Han Lin; Didik Sudyana; Yuan-Cheng Lai

Reinforcement Learning for AI as a Service: CPU-GPU Task Scheduling for Preprocessing, Training, and Inference Tasks AI即服务中的强化学习：CPU-GPU任务调度用于预处理、训练和推理任务

IEEE Transactions on Network and Service Management

IF5.4

2025-08-01

PREAI

Ying-Dar Lin; Yin-Tao Ling; Yuan-Cheng Lai; Didik Sudyana

ML-Based Intrusion Detection as a Service: Traffic Split Offloading and Cost Allocation in a Multi-Tier Architecture 基于机器学习的入侵检测即服务：多级架构中的流量分割卸载和成本分配

IEEE Transactions on Services Computing

IF5.8

2025-05-01

PREAI

Didik Sudyana; Yuan-Cheng Lai; Ying-Dar Lin; Piotr Chołda

Reproducing ATT&CK Techniques and Lifecycles to Train Machine Learning Classifier 复现ATT&CK技术和生命周期以训练机器学习分类器

IEEE Network

IF6.3

2025-03-14

PREAI

Fietyata Yudha; Ying-Dar Lin; Yuan-Cheng Lai; Didik Sudyana; Ren-Hung Hwang

AI for AI-based intrusion detection as a service: Reinforcement learning to configure models, tasks, and capacities

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

IF8

2024-09-01

PREAI

Lin, Ying-Dar; Huang, Hao-Xuan; Sudyana, Didik; Lai, Yuan-Cheng

Two-stage multi-datasource machine learning for attack technique and lifecycle detection 用于攻击技术和生命周期检测的两阶段多数据源机器学习

COMPUTERS & SECURITY

IF5.4

2024-07-01

PREAI

Lin, Ying-Dar; Yang, Shin-Yi; Sudyana, Didik; Yudha, Fietyata; Lai, Yuan-Cheng; Hwang, Ren-Hung

ELAT: Ensemble Learning with Adversarial Training in defending against evaded intrusions

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

IF3.7

2022-12-01

PREAI

Lin, Ying-Dar; Pratama, Jehoshua-Hanky; Sudyana, Didik; Lai, Yuan-Cheng; Hwang, Ren-Hung; Lin, Po-Ching; Lin, Hsuan-Yu; Lee, Wei-Bin; Chiang, Chen-Kuo

研究方向