All Stories

  1. Interpreting Tangled Program Graphs Under Partially Observable Dota 2 Invoker Tasks

    Article • July 2025, ACM (Association for Computing Machinery)

    Malcolm Heywood

  2. Evolving Blue Team Strategies for Autonomous Cyber Defence Using an Evolutionary Heuristic Search

    Article • July 2025, ACM (Association for Computing Machinery)

    Malcolm Heywood, Yuxuan Wang

  3. Emergent Braitenberg-style Behaviours for Navigating the ViZDoom 'My Way Home' Labyrinth

    Article • July 2025, ACM (Association for Computing Machinery)

    Malcolm Heywood

  4. Gradient Boosted Programming for Low Cardinality Classification

    Article • ACM Transactions on Evolutionary Learning and Optimization, June 2025, ACM (Association for Computing Machinery)

    Malcolm Heywood

  5. Detecting and Preventing Malicious Behavior in Connected Vehicle Networks

    Article • October 2023, ACM (Association for Computing Machinery)

    Tokunbo Makanju, Malcolm Heywood

  6. Security of Social Networks: Lessons Learned on Twitter Bot Analysis in the Literature

    Article • August 2022, ACM (Association for Computing Machinery)

    Sanaz Adel Alipour, RITA ORJI, Malcolm Heywood

  7. On the interaction between lexicase selection, modularity and data subsets

    Article • July 2022, ACM (Association for Computing Machinery)

    Malcolm Heywood

  8. Benchmarking genetic programming in a multi-action reinforcement learning locomotion task

    Article • July 2022, ACM (Association for Computing Machinery)

    Malcolm Heywood

  9. Genetic programming with external memory in sequence recall tasks

    Article • July 2022, ACM (Association for Computing Machinery)

    Malcolm Heywood

  10. Log Abstraction for Information Security: Heuristics and Reproducibility

    Article • August 2021, ACM (Association for Computing Machinery)

    Malcolm Heywood

  11. Network Flow Entropy for Identifying Malicious Behaviours in DNS Tunnels

    Article • August 2021, ACM (Association for Computing Machinery)

    Malcolm Heywood

  12. On the impact of tangled program graph marking schemes under the atari reinforcement learning benchmark

    Article • June 2021, ACM (Association for Computing Machinery)

    Malcolm Heywood

  13. Exploring data leakage in encrypted payload using supervised machine learning

    Article • July 2020, ACM (Association for Computing Machinery)

    Malcolm Heywood

  14. Solving complex problems with coevolutionary algorithms

    Article • July 2020, ACM (Association for Computing Machinery)

    Krzysztof Krawiec, Malcolm Heywood

  15. Exploring an artificial arms race for malware detection

    Article • July 2020, ACM (Association for Computing Machinery)

    Malcolm Heywood

  16. Darwinian malware detectors

    Article • July 2019, ACM (Association for Computing Machinery)

    Malcolm Heywood

  17. Benchmarking genetic programming in dynamic insider threat detection

    Article • July 2019, ACM (Association for Computing Machinery)

    Malcolm Heywood

  18. Solving complex problems with coevolutionary algorithms

    Article • July 2019, ACM (Association for Computing Machinery)

    Krzysztof Krawiec, Malcolm Heywood

  19. Emergent Solutions to High-Dimensional Multitask Reinforcement Learning

    Article • Evolutionary Computation, September 2018, The MIT Press

    Malcolm Heywood

  20. Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis

    Article • July 2015, ACM (Association for Computing Machinery)

    Malcolm Heywood

  21. Botnet Detection System Analysis on the Effect of Botnet Evolution and Feature Representation

    Article • July 2015, ACM (Association for Computing Machinery)

    Malcolm Heywood

  22. Solving Complex Problems with Coevolutionary Algorithms

    Article • July 2015, ACM (Association for Computing Machinery)

    Krzysztof Krawiec, Malcolm Heywood

  23. On the application of GP to streaming data classification tasks with label budgets

    Article • July 2014, ACM (Association for Computing Machinery)

    Malcolm Heywood

  24. On botnet behaviour analysis using GP and C4.5

    Article • July 2014, ACM (Association for Computing Machinery)

    Malcolm Heywood

  25. Label free change detection on streaming data with cooperative multi-objective genetic programming

    Article • July 2013, ACM (Association for Computing Machinery)

    Malcolm Heywood

  26. Flat vs. symbiotic evolutionary subspace clusterings

    Article • July 2013, ACM (Association for Computing Machinery)

    Malcolm Heywood