Abdullah Al-Dujaili
Abdullah Al-Dujaili
Analog Devices
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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
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
Sign bits are all you need for black-box attacks
A Al-Dujaili, UM O'Reilly
International Conference on Learning Representations, 2019
Towards distributed coevolutionary GANs
A Al-Dujaili, T Schmiedlechner, UM O'Reilly
arXiv preprint arXiv:1807.08194, 2018
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
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
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
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
Dividing rectangles attack multi-objective optimization
A Al-Dujaili, S Suresh
2016 IEEE Congress on Evolutionary Computation (CEC), 3606-3613, 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
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
Multi-objective simultaneous optimistic optimization
A Al-Dujaili, S Suresh
Information Sciences 424, 159-174, 2018
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
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
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
A naive multi-scale search algorithm for global optimization problems
A Al-Dujaili, S Suresh
Information Sciences 372, 294-312, 2016
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
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
On visual hallmarks of robustness to adversarial malware
A Huang, A Al-Dujaili, E Hemberg, UM O'Reilly
arXiv preprint arXiv:1805.03553, 2018
DE vs. PSO: A Performance Assessment for Expensive Problems.
A Al-Dujaili, MR Tanweer, S Sundaram
SSCI, 1711-1718, 2015
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