Abdullah Al-Dujaili

38 papers A* 4B 3C 1Journal 19Unranked 10

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