Didik Sudyana

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Intrusion Detection

Tier Architecture

Network Intrusions

Capacity Allocation

Top Venues

IEEE Trans. Netw. Serv. Manag.

J. Inf. Secur. Appl.

Publications

Ying-Dar Lin, Hao-Xuan Huang, Didik Sudyana, Yuan-Cheng Lai
AI for AI-based intrusion detection as a service: Reinforcement learning to configure models, tasks, and capacities. J. Netw. Comput. Appl. 229 (2024)
Ying-Dar Lin, Shin-Yi Yang, Didik Sudyana, Fietyata Yudha, Yuan-Cheng Lai, Ren-Hung Hwang
Two-stage multi-datasource machine learning for attack technique and lifecycle detection. Comput. Secur. 142 (2024)
Ying-Dar Lin, Yuan-Cheng Lai, Didik Sudyana, Ren-Hung Hwang
Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning? Computer 56 (12) (2023)
Miel Verkerken, Laurens D'hooge, Didik Sudyana, Ying-Dar Lin, Tim Wauters, Bruno Volckaert, Filip De Turck
A Novel Multi-Stage Approach for Hierarchical Intrusion Detection. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck
Task Assignment and Capacity Allocation for ML-Based Intrusion Detection as a Service in a Multi-Tier Architecture. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
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
ELAT: Ensemble Learning with Adversarial Training in defending against evaded intrusions. J. Inf. Secur. Appl. 71 (2022)
Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck
Machine learning based intrusion detection as a service: task assignment and capacity allocation in a multi-tier architecture. UCC Companion (2021)