Sotabase

Career

· Research Scientist, Massachusetts Institute of Technology (MIT)2016–
· Postdoctoral Researcher, University College Dublin2010–2012
· PhD in Computer Science, University College Dublin2006–2010
· MSc in Industrial Engineering and Management, Chalmers University of Technology2003–

Publications (314)

Adversarial Deep Learning for Robust Detection of Binary Encoded Malware
2018 IEEE Security and Privacy Workshops (SPW) · 2018
202
cited
PonyGE2: grammatical evolution in Python
Annual Conference on Genetic and Evolutionary Computation · 2017
120
cited
GEVA: grammatical evolution in Java
SEVO · 2008
87
cited
Spatial evolutionary generative adversarial networks
Annual Conference on Genetic and Evolutionary Computation · 2019
61
cited
Evolutionary design using grammatical evolution and shape grammars: designing a shelter
2010
60
cited
Machine learning or discrete choice models for car ownership demand estimation and prediction?
International Conference on Models and Technologies for Intelligent Transportation Systems · 2017
58
cited
Evolving code with a large language model
Genetic Programming and Evolvable Machines · 2024
55
cited
Genotype representations in grammatical evolution
Applied Soft Computing · 2010
46
cited
Automatic innovative truss design using grammatical evolution
2014
45
cited
Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design
EvoApplications · 2011
44
cited
Detecting tax evasion: a co-evolutionary approach
Artificial Intelligence and Law · 2016
44
cited
Towards Distributed Coevolutionary GANs
arXiv.org · 2018
43
cited
On domain knowledge and novelty to improve program synthesis performance with grammatical evolution
Annual Conference on Genetic and Evolutionary Computation · 2019
39
cited
Adversarial genetic programming for cyber security: a rising application domain where GP matters
Genetic Programming and Evolvable Machines · 2020
35
cited
LLMs Killed the Script Kiddie: How Agents Supported by Large Language Models Change the Landscape of Network Threat Testing
arXiv.org · 2023
31
cited
Improving Genetic Programming with Novel Exploration - Exploitation Control
European Conference on Genetic Programming · 2019
30
cited
Investigating coevolutionary archive based genetic algorithms on cyber defense networks
Annual Conference on Genetic and Evolutionary Computation · 2017
30
cited
A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms
European Conference on Genetic Programming · 2007
29
cited
Modeling tax evasion with genetic algorithms
Economics of Governance · 2014
28
cited
Adversarial co-evolution of attack and defense in a segmented computer network environment
Annual Conference on Genetic and Evolutionary Computation · 2018
24
cited
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