| Adversarial deep learning for robust detection of binary encoded malware A Al-Dujaili, A Huang, E Hemberg, UM O’Reilly 2018 IEEE Security and Privacy Workshops (SPW), 76-82, 2018 | 243 | 2018 |
| Sign bits are all you need for black-box attacks A Al-Dujaili, UM O'Reilly International conference on learning representations, 2020 | 105* | 2020 |
| Min-max optimization without gradients: Convergence and applications to black-box evasion and poisoning attacks S Liu, S Lu, X Chen, Y Feng, K Xu, A Al-Dujaili, M Hong, UM O’Reilly International conference on machine learning, 6282-6293, 2020 | 94 | 2020 |
| Ast-based deep learning for detecting malicious powershell G Rusak, A Al-Dujaili, UM O'Reilly Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018 | 60 | 2018 |
| Towards distributed coevolutionary GANs A Al-Dujaili, T Schmiedlechner, UM O'Reilly arXiv preprint arXiv:1807.08194, 2018 | 50 | 2018 |
| Guppy: A GPU-like soft-core processor A Al-Dujaili, F Deragisch, A Hagiescu, WF Wong 2012 International Conference on Field-Programmable Technology, 57-60, 2012 | 26 | 2012 |
| Lipizzaner: a system that scales robust generative adversarial network training T Schmiedlechner, INZ Yong, A Al-Dujaili, E Hemberg, UM O'Reilly arXiv preprint arXiv:1811.12843, 2018 | 24 | 2018 |
| On the application of Danskin’s theorem to derivative-free minimax problems A Al-Dujaili, S Srikant, E Hemberg, UM O’Reilly AIP Conference Proceedings 2070 (1), 2019 | 23 | 2019 |
| Dividing rectangles attack multi-objective optimization A Al-Dujaili, S Suresh 2016 IEEE Congress on Evolutionary Computation (CEC), 3606-3613, 2016 | 21 | 2016 |
| Hypervolume-based DIRECT for multi-objective optimisation CSY Wong, A Al-Dujaili, S Sundaram Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016 | 21 | 2016 |
| Spatial coevolution for generative adversarial network training E Hemberg, J Toutouh, A Al-Dujaili, T Schmiedlechner, UM O’Reilly ACM Transactions on Evolutionary Learning and Optimization 1 (2), 1-28, 2021 | 20 | 2021 |
| Humancog: A cognitive architecture for solving optimization problems A Al-Dujaili, K Subramanian, S Suresh 2015 IEEE Congress on Evolutionary Computation (CEC), 3220-3227, 2015 | 17 | 2015 |
| Multi-objective simultaneous optimistic optimization A Al-Dujaili, S Suresh Information Sciences 424, 159-174, 2018 | 16 | 2018 |
| One class process anomaly detection using kernel density estimation methods CI Lang, FK Sun, B Lawler, J Dillon, A Al Dujaili, J Ruth, P Cardillo, ... IEEE Transactions on Semiconductor Manufacturing 35 (3), 457-469, 2022 | 14 | 2022 |
| High throughput spatial convolution filters on FPGAs L Ioannou, A Al-Dujaili, SA Fahmy IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (6 …, 2020 | 14* | 2020 |
| A naive multi-scale search algorithm for global optimization problems A Al-Dujaili, S Suresh Information Sciences 372, 294-312, 2016 | 14 | 2016 |
| The robust malware detection challenge and greedy random accelerated multi-bit search S Verwer, A Nadeem, C Hammerschmidt, L Bliek, A Al-Dujaili, ... Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security …, 2020 | 11 | 2020 |
| MSO: a framework for bound-constrained black-box global optimization algorithms A Al-Dujaili, S Suresh, N Sundararajan Journal of Global Optimization 66, 811-845, 2016 | 11 | 2016 |
| GraphBPT: An efficient hierarchical data structure for image representation and probabilistic inference A Al-Dujaili, F Merciol, S Lefèvre Mathematical Morphology and Its Applications to Signal and Image Processing …, 2015 | 11 | 2015 |
| On visual hallmarks of robustness to adversarial malware A Huang, A Al-Dujaili, E Hemberg, UM O'Reilly arXiv preprint arXiv:1805.03553, 2018 | 10 | 2018 |
Suresh SundaramProfessor, Department of Aerospace Engineering, Indian Institute of ScienceVerified email at iisc.ac.in
