Guppy: A GPU-like soft-core processor. - Abdullah Al-Dujaili; Florian Deragisch; Andrei Hagiescu; Weng-Fai Wong (FPT, 2012)

HumanCog: A cognitive architecture for solving optimization problems. - Abdullah Al-Dujaili; K. Subramanian 001; Suresh Sundaram 002 (CEC, 2015)

GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference. - Abdullah Al-Dujaili; François Merciol; Sébastien Lefèvre (ISMM, 2015)

Empirical Assessment of Human Learning Principles Inspired PSO Algorithms on Continuous Black-Box Optimization Testbed. - Muhammad Rizwan Tanweer; Abdullah Al-Dujaili; Suresh Sundaram 002 (SEMCCO, 2015)

On the Performance of Particle Swarm Optimization Algorithms in Solving Cheap Problems. - Abdullah Al-Dujaili; Muhammad Rizwan Tanweer; Suresh Sundaram 002 (SSCI, 2015)

DE vs. PSO: A Performance Assessment for Expensive Problems. - Abdullah Al-Dujaili; Muhammad Rizwan Tanweer; Suresh Sundaram 002 (SSCI, 2015)

Dividing rectangles attack multi-objective optimization. - Abdullah Al-Dujaili; Suresh Sundaram 002 (CEC, 2016)

Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds. - Abdullah Al-Dujaili; Suresh Sundaram 002 (CEC, 2016)

A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study. - Abdullah Al-Dujaili; Suresh Sundaram 002 (GECCO (Companion), 2016)

Hypervolume-Based DIRECT for Multi-Objective Optimisation. - Cheryl Sze Yin Wong; Abdullah Al-Dujaili; Suresh Sundaram 002 (GECCO (Companion), 2016)

Multi-Objective Self Regulating Particle Swarm Optimization algorithm for BMOBench platform. - Muhammad Rizwan Tanweer; Abdullah Al-Dujaili; Suresh Sundaram 002 (SSCI, 2016)

A Naive multi-scale search algorithm for global optimization problems. - Abdullah Al-Dujaili; Suresh Sundaram 002 (Inf. Sci., 2016)

MSO: a framework for bound-constrained black-box global optimization algorithms. - Abdullah Al-Dujaili; Suresh Sundaram 002; N. Sundararajan 001 (J. Glob. Optim., 2016)

Embedded Bandits for Large-Scale Black-Box Optimization. - Abdullah Al-Dujaili; Suresh Sundaram 002 (AAAI, 2017)

High Throughput 2D Spatial Image Filters on FPGAs. - Abdullah Al-Dujaili; Suhaib A. Fahmy (CoRR, 2017)

Multi-scale search for black-box optimization : theory & algorithms - Abdullah Al-Dujaili (2017)

A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients. - Pavitra Krishnaswamy; Savitha Ramasamy; Abdullah Al-Dujaili; Srinath Sridharan; Geraldine Goh; Shao Chuen Tong; Khin Chaw Yu Aung; Gerard Leong Kui Toh; Michael Ross Macdonald; Sheldon Lee Shao Guang; Yan Cao; Suresh Sundaram 002; et al. (AAAI Workshops, 2018)

AST-Based Deep Learning for Detecting Malicious PowerShell. - Gili Rusak; Abdullah Al-Dujaili; Una-May O'Reilly (CCS, 2018)

Adversarial Deep Learning for Robust Detection of Binary Encoded Malware. - Abdullah Al-Dujaili; Alex Huang; Erik Hemberg; Una-May O'Reilly (IEEE Symposium on Security and Privacy Workshops, 2018)

Approximating Nash Equilibria for Black-Box Games: A Bayesian Optimization Approach. - Abdullah Al-Dujaili; Erik Hemberg; Una-May O'Reilly (CoRR, 2018)

On Visual Hallmarks of Robustness to Adversarial Malware. - Alex Huang; Abdullah Al-Dujaili; Erik Hemberg; Una-May O'Reilly (CoRR, 2018)

On the Application of Danskin's Theorem to Derivative-Free Minimax Optimization. - Abdullah Al-Dujaili; Shashank Srikant; Erik Hemberg; Una-May O'Reilly (CoRR, 2018)

Towards Distributed Coevolutionary GANs. - Tom Schmiedlechner; Abdullah Al-Dujaili; Erik Hemberg; Una-May O'Reilly (CoRR, 2018)

Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection. - Jwala Dhamala; Emmanuel Azuh; Abdullah Al-Dujaili; Jonathan Rubin; Una-May O'Reilly (CoRR, 2018)

Lipizzaner: A System That Scales Robust Generative Adversarial Network Training. - Tom Schmiedlechner; Ignavier Ng Zhi Yong; Abdullah Al-Dujaili; Erik Hemberg; Una-May O'Reilly (CoRR, 2018)

Multi-Objective Simultaneous Optimistic Optimization. - Abdullah Al-Dujaili; Suresh Sundaram 002 (Inf. Sci., 2018)

Pareto-aware strategies for faster convergence in multi-objective multi-scale search optimization. - Cheryl Sze Yin Wong; Abdullah Al-Dujaili; Suresh Sundaram 002; N. Sundararajan 001 (Inf. Sci., 2018)

There are No Bit Parts for Sign Bits in Black-Box Attacks. - Abdullah Al-Dujaili; Una-May O'Reilly (CoRR, 2019)

Min-Max Optimization without Gradients: Convergence and Applications to Adversarial ML. - Sijia Liu 001; Songtao Lu; Xiangyi Chen; Yao Feng 002; Kaidi Xu; Abdullah Al-Dujaili; Mingyi Hong 001; Una-May O'Reilly (CoRR, 2019)

Revisiting norm optimization for multi-objective black-box problems: a finite-time analysis. - Abdullah Al-Dujaili; Suresh Sundaram 002 (J. Glob. Optim., 2019)

The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search. - Sicco Verwer; Azqa Nadeem; Christian A. Hammerschmidt; Laurens Bliek; Abdullah Al-Dujaili; Una-May O'Reilly (AISec@CCS, 2020)

Sign Bits Are All You Need for Black-Box Attacks. - Abdullah Al-Dujaili; Una-May O'Reilly (ICLR, 2020)

Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks. - Sijia Liu 001; Songtao Lu; Xiangyi Chen; Yao Feng 002; Kaidi Xu; Abdullah Al-Dujaili; Mingyi Hong 001; Una-May O'Reilly (ICML, 2020)

High Throughput Spatial Convolution Filters on FPGAs. - Lenos Ioannou; Abdullah Al-Dujaili; Suhaib A. Fahmy (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Spatial Coevolution for Generative Adversarial Network Training. - Erik Hemberg; Jamal Toutouh; Abdullah Al-Dujaili; Tom Schmiedlechner; Una-May O'Reilly (ACM Trans. Evol. Learn. Optim., 2021)