The following publications are from research projects funded under the DAIRNet umbrella.


  • Phu, AT, Li, B, Ullah, F, Huque, TU, Naha, R, Babar, A & Nguyen, H 2023, ‘Defending SDN against packet injection attacks using deep learning’, arXiv preprint arXiv:2301.08428. DOI: 10.48550/ARXIV.2301.08428
  • Zhou, J, Zaidi, N, Zhang, Y, Montague, P, Kim, J & Li, G 2023, ‘Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets’. In: Kashima, H., Ide, T., Peng, WC. (eds) Advances in Knowledge Discovery and Data Mining, PAKDD 2023, Lecture Notes in Computer Science(), vol 13935. Springer, Cham. DOI:


  • Dinani, MA, Holzer, A, Nguyen, H, Marsan, MA & Rizzo, G 2022, ‘Vehicle Position Nowcasting with Gossip Learning’, IEEE Wireless Communications and Networking Conference (WCNC), pp. 728-733. DOI: 10.1109/WCNC51071.2022.9771706
  • Duckham, M, Gabela, J, Kealy, A, Khan, M, Legg, J, Moran, B, . . . Vasardani, M 2022, ‘Explainable spatiotemporal reasoning for geospatial intelligence applications’, Transactions in GIS, vol. 26, pp. 2455-2479. DOI: 10.1111/tgis.12939
  • Fernando, T, Fookes, C, Sridharan, S & Michalski, D 2022, ‘Using Auxiliary Information for Person Re-Identification–A Tutorial Overview’, arXiv preprint arXiv:2211.08565. DOI: 10.48550/arXiv.2211.08565
  • Hunter, A & Martin, C 2022, ‘Open-Form Music Composition for Synchronised and Coordinated Action’, 45th National Conference of the Musicological Society of Australia, p. 87.
  • Morgan, R, Pulawski, S, Selway, M, Mayer, W, Grossmann, G, Stumptner, M, . . . Kyprianou, R 2022, ‘Modeling Rates of Change and Aggregations in Runtime Goal Models’, Conceptual Modeling: 41st International Conference, ER 2022, Hyderabad, India, October 17–20, 2022, Proceedings, Springer-Verlag, pp. 397–412. DOI: 10.1007/978-3-031-17995-2_28
  • Nguyen, BL, Nguyen, DD, Nguyen, HX & Ngo, DT 2022, ‘Regret-Matching Learning-Based Task Assignment in Vehicular Edge Computing’, arXiv preprint arXiv:2203.05281. DOI: 10.48550/arXiv.2203.05281
  • Nguyen, N, Nguyen, DD, Kim, J, Rizzo, G & Nguyen, H 2022, ‘Multi-Agent Data Collection in Non-Stationary Environments’, 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), IEEE, pp. 120-129. DOI: 10.1109/WoWMoM54355.2022.00023
  • Shiri, F, Zhuo, TY, Li, Z, Nguyen, V, Pan, S, Wang, W, . . . Li, Y-F 2022, ‘Paraphrasing Techniques for Maritime QA system’, 2022 25th International Conference on Information Fusion (FUSION), IEEE, pp. 1-8. DOI: 10.48550/ARXIV.2203.10854
  • Wu, X, Manton, JH, Aickelin, U & Zhu, J 2022, ‘An information-theoretic analysis for transfer learning: Error bounds and applications’, arXiv preprint arXiv:2207.05377. DOI: 10.48550/ARXIV.2207.05377


  • Felix, R, Repasky, B, Hodge, S, Zolfaghari, R, Abbasnejad, E & Sherrah, J 2021, ‘Cross-Modal Visual Question Answering for Remote Sensing Data’, The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2021), pp. 1-9. DOI: 10.1109/DICTA52665.2021.9647287
  • Shiri, F, Wang, T, Pan, S, Chang, X, Li, Y-F, Haffari, R, . . . Yu, S 2021, ‘Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain’, 2021 IEEE 24th International Conference on Information Fusion (FUSION), IEEE, pp. 1-8. DOI: 10.23919/FUSION49465.2021.9626935