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Quantum Machine Learning Quantum Optimization Variational Hybrid Quantum Algorithms Quantum Cryptography Security

Q-VFL: quantum-enhanced vertical federated learning with contrastive encoding for privacy-preserving medical AI

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Authors: Asitha Kottahachchi Kankanamge Don, Ibrahim Khalil

Year

2026

Paper ID

48639

Status

Peer-reviewed

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  • This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
  • It adds a 2026 reference point for readers tracking recent quantum research.

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References & Citation Signals

[1] DOI https://doi.org/10.1007/s42484-026-00385-6 [2] Publisher https://doi.org/10.1007/s42484-026-00385-6

Local Citation Graph (Related-Paper Links)

Current Paper #48639 #68466 Uncloneable Encryption from Dec... #68464 Hybrid Classical-Quantum Neural... #68474 Concentration-Free Quantum Kern... #68473 Reformulating Neural Operators ...

External citation index: OpenAlex citation signal • updated 2026-06-11 10:44:17

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