Prof Christopher Leckie
Professor
School of Computing and Information Systems
380 Scholarly works
48 Projects
HIGHLIGHTS
2026
Book Chapter
(Poster) Adversarial Training Under Data Exclusion Attacks as a Zero-Sum Game
DOI: 10.1007/978-3-032-08067-7_162025
Conference Proceedings
SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation
DOI: 10.1145/3746252.37610642025
Journal article
OIL-AD: An anomaly detection framework for decision-making sequences
DOI: 10.1016/j.patcog.2025.1116562025
Research contracts (non-grants)
Adversarial Reinforcement Learning: Attacks and Defences
2020
Research grants (ARC, NHMRC, MRFF)
ARC Centre of Excellence in Automated Decision Making and Society (CE200100005)
2019
Journal article
Support vector machines resilient against training data integrity attacks
DOI: 10.1016/j.patcog.2019.1069852019
Research grants (other domestic)
Building 4.0 CRC
RECENT SCHOLARLY WORKS
2025
Journal article
Using Causality to Infer Coordinated Attacks in Social Media
DOI: 10.1609/icwsm.v19i1.358672025
Conference Proceedings
Round Trip Translation Defence Against Large Language Model Jailbreaking Attacks
DOI: 10.1007/978-981-96-8197-6_212025
Conference Proceedings
Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection
DOI: 10.1109/WACV61041.2025.008282025
Conference Proceedings
OPEN-SET GRAPH ANOMALY DETECTION VIA NORMAL STRUCTURE REGULARISATION
2025
Conference Proceedings
HALO: Robust Out-of-Distribution Detection via Joint Optimisation
DOI: 10.1109/SaTML64287.2025.000292025
Journal article
Hypnopaedia-Aware Machine Unlearning via Psychometrics of Artificial Mental Imagery
DOI: 10.1109/ACCESS.2025.35768002025
Conference Proceedings
Shedding Light on Greenwashing: Explainable Machine Learning for Green Ad Detection
DOI: 10.1007/978-981-96-0348-0_14
RECENT PROJECTS
2020
Research grants (ARC, NHMRC, MRFF)
RAINBOW - RAdIo Networks Based on Machine Learning for Situation aWareness