| 2020 | CCS | 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 |
| 2020 | ICLR | Sign Bits Are All You Need for Black-Box Attacks. | Abdullah Al-Dujaili, Una-May O'Reilly |
| 2020 | ICML | Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks. | Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O'Reilly |
| 2018 | AAAI | 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, Chow Wai Leng |
| 2018 | CCS | AST-Based Deep Learning for Detecting Malicious PowerShell. | Gili Rusak, Abdullah Al-Dujaili, Una-May O'Reilly |
| 2018 | SP | Adversarial Deep Learning for Robust Detection of Binary Encoded Malware. | Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O'Reilly |
| 2017 | AAAI | Embedded Bandits for Large-Scale Black-Box Optimization. | Abdullah Al-Dujaili, Suresh Sundaram |
| 2016 | CEC | Dividing rectangles attack multi-objective optimization. | Abdullah Al-Dujaili, Suresh Sundaram |
| 2016 | CEC | Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds. | Abdullah Al-Dujaili, Suresh Sundaram |
| 2016 | GECCO | A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study. | Abdullah Al-Dujaili, Suresh Sundaram |
| 2016 | GECCO | Hypervolume-Based DIRECT for Multi-Objective Optimisation. | Cheryl Sze Yin Wong, Abdullah Al-Dujaili, Suresh Sundaram |
| 2015 | CEC | HumanCog: A cognitive architecture for solving optimization problems. | Abdullah Al-Dujaili, K. Subramanian, Suresh Sundaram |
| 2015 | ISMM | GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference. | Abdullah Al-Dujaili, Franois Merciol, Sbastien Lefvre |