Abdullah Al-Dujaili
Abdullah Al-Dujaili
Analog Devices
Verifierad e-postadress på mit.edu - Startsida
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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
Towards distributed coevolutionary GANs
A Al-Dujaili, T Schmiedlechner, UM O'Reilly
arXiv preprint arXiv:1807.08194, 2018
Sign bits are all you need for black-box attacks
A Al-Dujaili, UM O'Reilly
International Conference on Learning Representations, 2019
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
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
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
Multi-objective simultaneous optimistic optimization
A Al-Dujaili, S Suresh
Information Sciences 424, 159-174, 2018
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
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
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
A naive multi-scale search algorithm for global optimization problems
A Al-Dujaili, S Suresh
Information Sciences 372, 294-312, 2016
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
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
{BMOBench}: Black-Box Multi-Objective Optimization Benchmarking Platform
A Al-Dujaili, S and Suresh
ArXiv e-prints, 2016
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 Suresh
SSCI, 1711-1718, 2015
Pareto-aware strategies for faster convergence in multi-objective multi-scale search optimization
CSY Wong, A Al-Dujaili, S Suresh, N Sundararajan
Information Sciences 454, 1-15, 2018
Multi-objective self regulating particle swarm optimization algorithm for BMOBench platform
MR Tanweer, A Al-Dujaili, S Suresh
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-6, 2016
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Artiklar 1–20