Abdullah Al-Dujaili

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 31

Top Topics

Optimization Algorithm

Optimization Problems

Detecting Malicious

Top Venues

Publications

Erik Hemberg, Jamal Toutouh, Abdullah Al-Dujaili, Tom Schmiedlechner, Una-May O'Reilly
Spatial Coevolution for Generative Adversarial Network Training. ACM Trans. Evol. Learn. Optim. 1 (2) (2021)
Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O'Reilly
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks. ICML (2020)
Abdullah Al-Dujaili, Una-May O'Reilly
Sign Bits Are All You Need for Black-Box Attacks. ICLR (2020)
Lenos Ioannou, Abdullah Al-Dujaili, Suhaib A. Fahmy
High Throughput Spatial Convolution Filters on FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 28 (6) (2020)
Sicco Verwer, Azqa Nadeem, Christian A. Hammerschmidt, Laurens Bliek, Abdullah Al-Dujaili, Una-May O'Reilly
The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search. AISec@CCS (2020)
Abdullah Al-Dujaili, Una-May O'Reilly
There are No Bit Parts for Sign Bits in Black-Box Attacks. CoRR (2019)
Abdullah Al-Dujaili, Suresh Sundaram
Revisiting norm optimization for multi-objective black-box problems: a finite-time analysis. J. Glob. Optim. 73 (3) (2019)
Sijia Liu, Songtao Lu, Xiangyi Chen, Yao Feng, Kaidi Xu, Abdullah Al-Dujaili, Mingyi Hong, Una-May O'Reilly
Min-Max Optimization without Gradients: Convergence and Applications to Adversarial ML. CoRR (2019)
Abdullah Al-Dujaili, Suresh Sundaram
Multi-Objective Simultaneous Optimistic Optimization. Inf. Sci. 424 (2018)
Jwala Dhamala, Emmanuel Azuh, Abdullah Al-Dujaili, Jonathan Rubin, Una-May O'Reilly
Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection. CoRR (2018)
Tom Schmiedlechner, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
Towards Distributed Coevolutionary GANs. CoRR (2018)
Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
Approximating Nash Equilibria for Black-Box Games: A Bayesian Optimization Approach. CoRR (2018)
Gili Rusak, Abdullah Al-Dujaili, Una-May O'Reilly
AST-Based Deep Learning for Detecting Malicious PowerShell. CoRR (2018)
Gili Rusak, Abdullah Al-Dujaili, Una-May O'Reilly
AST-Based Deep Learning for Detecting Malicious PowerShell. CCS (2018)
Abdullah Al-Dujaili, Shashank Srikant, Erik Hemberg, Una-May O'Reilly
On the Application of Danskin's Theorem to Derivative-Free Minimax Optimization. CoRR (2018)
Alex Huang, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
Adversarial Deep Learning for Robust Detection of Binary Encoded Malware. CoRR (2018)
Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O'Reilly
Adversarial Deep Learning for Robust Detection of Binary Encoded Malware. IEEE Symposium on Security and Privacy Workshops (2018)
Alex Huang, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
On Visual Hallmarks of Robustness to Adversarial Malware. CoRR (2018)
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
A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients. AAAI Workshops (2018)
Tom Schmiedlechner, Ignavier Ng Zhi Yong, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
Lipizzaner: A System That Scales Robust Generative Adversarial Network Training. CoRR (2018)
Cheryl Sze Yin Wong, Abdullah Al-Dujaili, Suresh Sundaram, N. Sundararajan
Pareto-aware strategies for faster convergence in multi-objective multi-scale search optimization. Inf. Sci. (2018)
Abdullah Al-Dujaili, Suhaib A. Fahmy
High Throughput 2D Spatial Image Filters on FPGAs. CoRR (2017)
Abdullah Al-Dujaili, Suresh Sundaram
Embedded Bandits for Large-Scale Black-Box Optimization. AAAI (2017)
Abdullah Al-Dujaili, Suresh Sundaram
A Naive multi-scale search algorithm for global optimization problems. Inf. Sci. 372 (2016)
Abdullah Al-Dujaili, Suresh Sundaram
Embedded Bandits for Large-Scale Black-Box Optimization. CoRR (2016)
Muhammad Rizwan Tanweer, Abdullah Al-Dujaili, Suresh Sundaram
Multi-Objective Self Regulating Particle Swarm Optimization algorithm for BMOBench platform. SSCI (2016)
Abdullah Al-Dujaili, Suresh Sundaram
A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study. GECCO (Companion) (2016)
Abdullah Al-Dujaili, Suresh Sundaram, N. Sundararajan
MSO: a framework for bound-constrained black-box global optimization algorithms. J. Glob. Optim. 66 (4) (2016)
Abdullah Al-Dujaili, Suresh Sundaram
Dividing rectangles attack multi-objective optimization. CEC (2016)
Cheryl Sze Yin Wong, Abdullah Al-Dujaili, Suresh Sundaram
Hypervolume-Based DIRECT for Multi-Objective Optimisation. GECCO (Companion) (2016)
Abdullah Al-Dujaili, Suresh Sundaram
Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds. CEC (2016)
Abdullah Al-Dujaili, Muhammad Rizwan Tanweer, Suresh Sundaram
On the Performance of Particle Swarm Optimization Algorithms in Solving Cheap Problems. SSCI (2015)
Abdullah Al-Dujaili, K. Subramanian, Suresh Sundaram
HumanCog: A cognitive architecture for solving optimization problems. CEC (2015)
Muhammad Rizwan Tanweer, Abdullah Al-Dujaili, Suresh Sundaram
Empirical Assessment of Human Learning Principles Inspired PSO Algorithms on Continuous Black-Box Optimization Testbed. SEMCCO (2015)
Abdullah Al-Dujaili, François Merciol, Sébastien Lefèvre
GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference. ISMM (2015)
Abdullah Al-Dujaili, Muhammad Rizwan Tanweer, Suresh Sundaram
DE vs. PSO: A Performance Assessment for Expensive Problems. SSCI (2015)
Abdullah Al-Dujaili, Florian Deragisch, Andrei Hagiescu, Weng-Fai Wong
Guppy: A GPU-like soft-core processor. FPT (2012)