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2020 – today
- 2024
[j6]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: 103859 (2024)- [j5]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: 103936 (2024) - 2023
- [j4]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): 65-79 (2023) - [j3]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): 672-683 (2023) - [j2]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): 3915-3929 (2023) - 2022
- [j1]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: 103348 (2022) - 2021
- [c1]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: 27:1-27:6
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