Author

Mu-Yen Chen

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#federated learning Book Open access Nov 2026

PQ-FL-IDS: A Post Quantum Safe Federated Edge Intrusion Detection Scheme underlying 6G

PQ-FL-IDS is presented, a post-quantum (PQ) FL-IDS scheme for 6G edge networks that protects model-update exchange using a real, non-simulated Module-Lattice-Based Key-Encapsulation Mechanism, the Advanced Encryption Standard in Galois/Counter Mode with a 256-bit key, and per-round forward secrecy through ephemeral key...

Husain Lucky, Pronaya Bhattacharya, Mu-Yen Chen et al. · Proceedings of the Twenty-se... · 0 citations

Aug 2026

Enhancing Corneal Endothelial Cell Image Segmentation via Generative Data Augmentation and Transfer Learning.

Corneal endothelium segmentation is crucial for clinical evaluation, but remains constrained by two significant challenges: the scarcity of high-quality annotations and the difficulty of reliably delineating complex pathological patterns. In particular, the corneal guttata exhibits high structural variability, resultin...

Hung-Jen Chien, Pei-Shan Hsieh, Po-Yen Hsu et al. · IEEE journal of biomedical a... · 0 citations