Abdullah Al-Dujaili

发表

Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks

Sijia Liu, Songtao Lu, Xiangyi Chen, 2020, ICML.

GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference

Abdullah Al-Dujaili, François Merciol, Sébastien Lefèvre, 2015, ISMM.

Empirical Assessment of Human Learning Principles Inspired PSO Algorithms on Continuous Black-Box Optimization Testbed

Abdullah Al-Dujaili, Muhammad Rizwan Tanweer, Sundaram Suresh, 2015, SEMCCO.

Min-Max Optimization without Gradients: Convergence and Applications to Adversarial ML pdf

Sijia Liu, Songtao Lu, Xiangyi Chen, 2019, ArXiv.

On the Performance of Particle Swarm Optimization Algorithms in Solving Cheap Problems

Abdullah Al-Dujaili, Muhammad Rizwan Tanweer, Sundaram Suresh, 2015, 2015 IEEE Symposium Series on Computational Intelligence.

MSO: a framework for bound-constrained black-box global optimization algorithms

N. Sundararajan, Abdullah Al-Dujaili, Sundaram Suresh, 2016, J. Glob. Optim..

High Throughput 2D Spatial Image Filters on FPGAs pdf

Abdullah Al-Dujaili, Suhaib A. Fahmy, 2017, ArXiv.

Towards Distributed Coevolutionary GANs pdf

Abdullah Al-Dujaili, Una-May O'Reilly, Erik Hemberg, 2018, ArXiv.

Adversarial Deep Learning for Robust Detection of Binary Encoded Malware

Abdullah Al-Dujaili, Una-May O'Reilly, Erik Hemberg, 2018, 2018 IEEE Security and Privacy Workshops (SPW).

A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study

Abdullah Al-Dujaili, S Suresh, 2016, GECCO.

The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search

Abdullah Al-Dujaili, Una-May O'Reilly, A. Nadeem, 2020, AISec@CCS.

Lipizzaner: A System That Scales Robust Generative Adversarial Network Training pdf

Abdullah Al-Dujaili, Una-May O'Reilly, Erik Hemberg, 2018, ArXiv.

HumanCog: A cognitive architecture for solving optimization problems

Abdullah Al-Dujaili, Sundaram Suresh, K. Subramanian, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients

Abdullah Al-Dujaili, Suresh Sundaram, Savitha Ramasamy, 2018, AAAI Workshops.

DE vs. PSO: A Performance Assessment for Expensive Problems

Abdullah Al-Dujaili, Muhammad Rizwan Tanweer, Sundaram Suresh, 2015, 2015 IEEE Symposium Series on Computational Intelligence.

On the Application of Danskin's Theorem to Derivative-Free Minimax Optimization pdf

Abdullah Al-Dujaili, Una-May O'Reilly, Erik Hemberg, 2018, ArXiv.

AST-Based Deep Learning for Detecting Malicious PowerShell

Abdullah Al-Dujaili, Una-May O'Reilly, Gili Rusak, 2018, CCS.

Multi-Objective Self Regulating Particle Swarm Optimization algorithm for BMOBench platform

Abdullah Al-Dujaili, Muhammad Rizwan Tanweer, Sundaram Suresh, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Multivariate Time-Series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection

Abdullah Al-Dujaili, Jwala Dhamala, Jonathan Rubin, 2018, IEEE Sensors Letters.

Hypervolume-Based DIRECT for Multi-Objective Optimisation

Abdullah Al-Dujaili, Cheryl Sze Yin Wong, Sundaram Suresh, 2016, GECCO.

Embedded Bandits for Large-Scale Black-Box Optimization

Abdullah Al-Dujaili, Sundaram Suresh, 2017, AAAI.

Guppy: A GPU-like soft-core processor

Abdullah Al-Dujaili, Weng-Fai Wong, Andrei Hagiescu, 2012, 2012 International Conference on Field-Programmable Technology.

Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds

Abdullah Al-Dujaili, Sundaram Suresh, S. Sundaram, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Spatial Coevolution for Generative Adversarial Network Training

Abdullah Al-Dujaili, Erik Hemberg, Jamal Toutouh, 2021, ACM Trans. Evol. Learn. Optim..