Chia-Hsin Cheng — Papers on Cortexa

crossrefFuture Internet2025-09-08Cited by 2

Detection and Mitigation in IoT Ecosystems Using oneM2M Architecture and Edge-Based Machine Learning

Yu-Yong Luo, Yu-Hsun Chiu, Chia-Hsin Cheng

Distributed denial-of-service (DDoS) attacks are a prevalent threat to resource-constrained IoT deployments. We present an edge-based detection and mitigation system integrated with the oneM2M architecture. By using a Raspberry Pi 4 client and five Raspberry Pi 3 attack nodes in…

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crossrefElectronics2025-07-07Cited by 2

Research on Autonomous Vehicle Lane-Keeping and Navigation System Based on Deep Reinforcement Learning: From Simulation to Real-World Application

Chia-Hsin Cheng, Hsiang-Hao Lin, Yu-Yong Luo

In recent years, with the rapid development of science and technology and the substantial improvement of computing power, various deep learning research topics have been promoted. However, existing autonomous driving technologies still face significant challenges in achieving rob…

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