Abdullah Al-Dujaili
Abdullah Al-Dujaili
Analog Devices
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
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
108*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
31*2020
Towards distributed coevolutionary GANs
A Al-Dujaili, T Schmiedlechner, UM O'Reilly
arXiv preprint arXiv:1807.08194, 2018
31*2018
Sign bits are all you need for black-box attacks
A Al-Dujaili, UM O'Reilly
International Conference on Learning Representations, 2019
26*2019
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
232018
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
182012
Dividing rectangles attack multi-objective optimization
A Al-Dujaili, S Suresh
2016 IEEE Congress on Evolutionary Computation (CEC), 3606-3613, 2016
152016
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
152016
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
152015
Multi-objective simultaneous optimistic optimization
A Al-Dujaili, S Suresh
Information Sciences 424, 159-174, 2018
142018
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), 020026, 2019
132019
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
122018
GraphBPT: An efficient hierarchical data structure for image representation and probabilistic inference
A Al-Dujaili, F Merciol, S Lefèvre
International Symposium on Mathematical Morphology and Its Applications to …, 2015
122015
A naive multi-scale search algorithm for global optimization problems
A Al-Dujaili, S Suresh
Information Sciences 372, 294-312, 2016
92016
MSO: a framework for bound-constrained black-box global optimization algorithms
A Al-Dujaili, S Suresh, N Sundararajan
Journal of Global Optimization 66 (4), 811-845, 2016
82016
On visual hallmarks of robustness to adversarial malware
A Huang, A Al-Dujaili, E Hemberg, UM O'Reilly
arXiv preprint arXiv:1805.03553, 2018
52018
{BMOBench}: Black-Box Multi-Objective Optimization Benchmarking Platform
A Al-Dujaili, S and Suresh
ArXiv e-prints, 2016
52016
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
4*2020
Revisiting norm optimization for multi-objective black-box problems: a finite-time analysis
A Al-Dujaili, S Suresh
Journal of Global Optimization 73 (3), 659-673, 2019
42019
Embedded bandits for large-scale black-box optimization
A Al-Dujaili, S Suresh
Thirty-First AAAI Conference on Artificial Intelligence, 2017
42017
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Articles 1–20