| SGD and Hogwild! convergence without the bounded gradients assumption LM Nguyen, PH Nguyen, M van Dijk, P Richtárik, K Scheinberg, M Takáč arXiv preprint arXiv:1802.03801, 2018 | 251 | 2018 |
| The interpose PUF: Secure PUF design against state-of-the-art machine learning attacks PH Nguyen, DP Sahoo, C Jin, K Mahmood, U Rührmair, M Van Dijk Cryptology ePrint Archive, 2018 | 207 | 2018 |
| A multiplexer-based arbiter PUF composition with enhanced reliability and security DP Sahoo, D Mukhopadhyay, RS Chakraborty, PH Nguyen IEEE Transactions on Computers 67 (3), 403-417, 2017 | 178 | 2017 |
| Splitting the interpose PUF: A novel modeling attack strategy N Wisiol, C Mühl, N Pirnay, PH Nguyen, M Margraf, JP Seifert, M Van Dijk, ... IACR Transactions on Cryptographic Hardware and Embedded Systems, 97-120, 2020 | 113 | 2020 |
| A case of lightweight PUF constructions: Cryptanalysis and machine learning attacks DP Sahoo, PH Nguyen, D Mukhopadhyay, RS Chakraborty IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015 | 104 | 2015 |
| A unified convergence analysis for shuffling-type gradient methods LM Nguyen, Q Tran-Dinh, DT Phan, PH Nguyen, M Van Dijk Journal of Machine Learning Research 22 (207), 1-44, 2021 | 87 | 2021 |
| A biased fault attack on the time redundancy countermeasure for AES S Patranabis, A Chakraborty, PH Nguyen, D Mukhopadhyay International workshop on constructive side-channel analysis and secure …, 2015 | 75 | 2015 |
| Finite-sum smooth optimization with SARAH LM Nguyen, M van Dijk, DT Phan, PH Nguyen, TW Weng, ... Computational Optimization and Applications 82 (3), 561-593, 2022 | 74* | 2022 |
| New convergence aspects of stochastic gradient algorithms LM Nguyen, PH Nguyen, P Richtárik, K Scheinberg, M Takáč, M van Dijk Journal of Machine Learning Research 20 (176), 1-49, 2019 | 74 | 2019 |
| Differential attacks against stream cipher ZUC H Wu, T Huang, PH Nguyen, H Wang, S Ling International Conference on the Theory and Application of Cryptology and …, 2012 | 51 | 2012 |
| Security analysis of arbiter PUF and its lightweight compositions under predictability test PH Nguyen, DP Sahoo, RS Chakraborty, D Mukhopadhyay ACM Transactions on Design Automation of Electronic Systems (TODAES) 22 (2 …, 2016 | 42 | 2016 |
| On 3-share threshold implementations for 4-bit s-boxes S Kutzner, PH Nguyen, A Poschmann, H Wang Constructive Side-Channel Analysis and Secure Design: 4th International …, 2013 | 42 | 2013 |
| Asynchronous federated learning with reduced number of rounds and with differential privacy from less aggregated gaussian noise M van Dijk, NV Nguyen, TN Nguyen, LM Nguyen, Q Tran-Dinh, ... arXiv preprint arXiv:2007.09208, 2020 | 40 | 2020 |
| Fpga implementation of a cryptographically-secure puf based on learning parity with noise C Jin, C Herder, L Ren, PH Nguyen, B Fuller, S Devadas, M Van Dijk Cryptography 1 (3), 23, 2017 | 39 | 2017 |
| Improving the algorithm 2 in multidimensional linear cryptanalysis PH Nguyen, H Wu, H Wang Australasian Conference on Information Security and Privacy, 61-74, 2011 | 36 | 2011 |
| Tight dimension independent lower bound on the expected convergence rate for diminishing step sizes in SGD PH Nguyen, L Nguyen, M van Dijk Advances in Neural Information Processing Systems 32, 2019 | 32 | 2019 |
| A hybrid stochastic policy gradient algorithm for reinforcement learning N Pham, L Nguyen, D Phan, PH Nguyen, M Dijk, Q Tran-Dinh International Conference on Artificial Intelligence and Statistics, 374-385, 2020 | 28 | 2020 |
| Efficient attacks on robust ring oscillator PUF with enhanced challenge-response set PH Nguyen, DP Sahoo, RS Chakraborty, D Mukhopadhyay 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 641-646, 2015 | 28 | 2015 |
| Architectural bias: A novel statistical metric to evaluate arbiter PUF variants. DP Sahoo, PH Nguyen, RS Chakraborty, D Mukhopadhyay IACR Cryptol. ePrint Arch. 2016, 57, 2016 | 27 | 2016 |
| Enabling 3-share threshold implementations for all 4-bit s-boxes S Kutzner, PH Nguyen, A Poschmann Information Security and Cryptology--ICISC 2013: 16th International …, 2014 | 24 | 2014 |