Temporal sub-sampling of audio feature sequences for automated audio captioning K Nguyen, K Drossos, T Virtanen arXiv preprint arXiv:2007.02676, 2020 | 21 | 2020 |
Split ways: Privacy-preserving training of encrypted data using split learning T Khan, K Nguyen, A Michalas arXiv preprint arXiv:2301.08778, 2023 | 15 | 2023 |
Love or hate? share or split? privacy-preserving training using split learning and homomorphic encryption T Khan, K Nguyen, A Michalas, A Bakas 2023 20th Annual International Conference on Privacy, Security and Trust …, 2023 | 11 | 2023 |
A More Secure Split: Enhancing the Security of Privacy-Preserving Split Learning T Khan, K Nguyen, A Michalas Nordic Conference on Secure IT Systems, 307-329, 2023 | 8 | 2023 |
GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption E Frimpong, K Nguyen, M Budzys, T Khan, A Michalas Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 953-962, 2024 | 4 | 2024 |
Split Without a Leak: Reducing Privacy Leakage in Split Learning K Nguyen, T Khan, A Michalas arXiv preprint arXiv:2308.15783, 2023 | 4 | 2023 |
Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training T Khan, M Budzys, K Nguyen, A Michalas arXiv preprint arXiv:2403.03592, 2024 | 3 | 2024 |
A Pervasive, Efficient and Private Future: Realizing Privacy-Preserving Machine Learning Through Hybrid Homomorphic Encryption K Nguyen, M Budzys, E Frimpong, T Khan, A Michalas arXiv preprint arXiv:2409.06422, 2024 | | 2024 |
Custom Object Detection with Deep Learning and Synthetic Datasets K Nguyen | | 2021 |