Didik Sudyana

According to our database, Didik Sudyana authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

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

J. Netw. Comput. Appl., 2024

Two-stage multi-datasource machine learning for attack technique and lifecycle detection.

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

Comput. Secur., 2024

2023

Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning?

Ying-Dar Lin, Yuan-Cheng Lai, Didik Sudyana, Ren-Hung Hwang

Computer, December, 2023

A Novel Multi-Stage Approach for Hierarchical Intrusion Detection.

Miel Verkerken, Laurens D'hooge, Didik Sudyana, Ying-Dar Lin, Tim Wauters, Bruno Volckaert, Filip De Turck

IEEE Trans. Netw. Serv. Manag., September, 2023

Task Assignment and Capacity Allocation for ML-Based Intrusion Detection as a Service in a Multi-Tier Architecture.

Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck

IEEE Trans. Netw. Serv. Manag., March, 2023

2022

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

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

J. Inf. Secur. Appl., 2022

2021

Machine learning based intrusion detection as a service: task assignment and capacity allocation in a multi-tier architecture.

Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021