Concepedia

Didik Sudyana

DS

4

Publications

113

Citations

4

H-Index

2022

Active since

Affiliations

National Yang Ming Chiao Tung University(Current)

National Taiwan University of Science and Technology

Ghent University

Didik Sudyana is an author at National Yang Ming Chiao Tung University specializing in data mining, anomaly detection, and engineering.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceMachine LearningAnomaly DetectionHardware SecurityIntrusion DetectionComputer EngineeringInformation Security

Publications per year

2022–2024

4

Publications

4

A Novel Multi-Stage Approach for Hierarchical Intrusion Detection

Miel Verkerken, Laurens D’hooge, Didik Sudyana et al. · IEEE Transactions on Network and Service Management · 2023 · 74 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

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 et al. · IEEE Transactions on Network and Service Management · 2022 · 15 citations · Full text

Anomaly Detection, Machine Learning, Engineering +21

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

Ying‐Dar Lin, Jehoshua-Hanky Pratama, Didik Sudyana et al. · Journal of Information Security and Applications · 2022 · 12 citations

Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning

Didik Sudyana, Ying‐Dar Lin, Miel Verkerken et al. · IEEE Transactions on Machine Learning in Communications and Networking · 2024 · 12 citations · Full text

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