Research output per year
Research output per year
Search results
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2025
DeepPUFSCA: deep learning for physical unclonable function attack based on side channel analysis support
Doan, N. P., Pham, T. D., Zhang, Z., Tran, H. V., Miskelly, J., Vandierendonck, H., Hoang, A.-T., O'Neill, M. & Mai, T. S., 26 Feb 2025, (Accepted) 2025 Design Automation Conference (DAC): Proceedings. (Design Automation Conference (DAC): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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InteDisUX: intepretation-guided discriminative user-centric explanation for time series
Tran, V.-H., Zhang, Z., Pham, T. D., Doan, N. P., Hoang, A.-T., Li, P., Vandierendonck, H., Assent, I. & Mai, S. T., 11 Apr 2025, 39th AAAI Conference on Artificial Intelligence (AAAI-25): Proceedings. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI Press, p. 20921-20928 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile6 Downloads (Pure) -
Preserving spatial-temporal relationship with adaptive node sampling in hierarchical dynamic graph transformers
Hoang, T. L., Pham, T. D., Mai, S. T. & Cuong Ta, V., 14 Jan 2025, The 16th Asian Conference on Machine Learning: Proceedings. Vol. 260. p. 1176-1191 16 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
2024
Deep learning enhanced side channel analysis on CRYSTALS-Kyber
Hoang, A.-T., Kennaway, M., Pham, T. D., Mai, T. S., Khalid, A., Rafferty, C. & O'Neill, M., 16 May 2024, The 25th International Symposium on Quality Electronic Design (ISQED'24): Proceedings. Institute of Electrical and Electronics Engineers Inc., (International Symposium on Quality Electronic Design (ISQED): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Citation (Scopus)364 Downloads (Pure) -
Reconstructing suspended sediment concentrations in the Mekong River Basin via semi-supervised-based deep neural networks
Nguyen, T. T. H., Vu, D. Q., Doan, N. P., Chi, H. T. K., Li, P., Binh, D. V., An, Y., Dung, P. T., Hoang, T. A. & Son, M. T., 10 Dec 2024, In: Science of the Total Environment. 955, 13 p., 176758.Research output: Contribution to journal › Article › peer-review
Open AccessFile26 Downloads (Pure) -
WaveletMixer: a multi-resolution wavelets based MLP-mixer for multivariate long-term time series forecasting
Zhang, Z., Pham, T. D., An, Y., Doan, N. P., Alsharari, M., Tran, H. V., Hoang, A.-T., Vandierendonck, H. & Mai, T. S., 09 Dec 2024, (Accepted).Research output: Contribution to conference › Paper › peer-review