Khoa Nguyen

CoRR, July, 2025

2024

SoK: Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training.

[BibT_eX]

[DOI]

Proc. Priv. Enhancing Technol., 2024

Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training.

[BibT_eX]

[DOI]

CoRR, 2024

GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

A Pervasive, Efficient and Private Future: Realizing Privacy-Preserving Machine Learning Through Hybrid Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Dependable, Autonomic and Secure Computing, 2024

2023

Split Without a Leak: Reducing Privacy Leakage in Split Learning.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2023

Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on Privacy, Security and Trust, 2023

A More Secure Split: Enhancing the Security of Privacy-Preserving Split Learning.

[BibT_eX]

[DOI]

Proceedings of the Secure IT Systems - 28th Nordic Conference, NordSec 2023, Oslo, Norway, 2023

Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning.

[BibT_eX]

[DOI]