Prof Ben Rubinstein
Professor
School of Computing and Information Systems
142 Scholarly works
30 Projects
HIGHLIGHTS
2025
Research contracts (non-grants)
Adversarial Reinforcement Learning: Attacks and Defences
2022
Conference Proceedings
Are We There Yet? Timing and Floating-Point Attacks on Differential Privacy Systems
DOI: 10.1109/SP46214.2022.98336722021
Conference Proceedings
Needle in a Haystack: Label-Efficient Evaluation under Extreme Class Imbalance
DOI: 10.1145/3447548.34674352021
Research Grant
AUSMURI Cohesive and Robust Human-Bot Cybersecurity Teams
2021
Conference Proceedings
A targeted attack on black-box neural machine translation with parallel data poisoning
DOI: 10.1145/3442381.34500342021
Journal article
d-blink: Distributed End-to-End Bayesian Entity Resolution
DOI: 10.1080/10618600.2020.18254512017
Research Contracts
Adversarial Machine Learning for Cyber
RECENT SCHOLARLY WORKS
2026
Journal article
Semantic-aware Adversarial Fine-tuning for CLIP
2025
Conference Proceedings
MULTI-LEVEL CERTIFIED DEFENSE AGAINST POISONING ATTACKS IN OFFLINE REINFORCEMENT LEARNING
2025
Conference Proceedings
TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning
DOI: 10.18653/v1/2025.findings-acl.8482025
Journal article
RS-Reg: Probabilistic and Robust Certified Regression through Randomized Smoothing
2025
Conference Proceedings
Position: Certified Robustness Does Not (Yet) Imply Model Security
2025
Conference Proceedings
Designing an Adaptive AI System for Operation on Board the SpIRIT Nano-Satellite
DOI: 10.1007/978-981-96-0348-0_242025
Book Chapter
Data Privacy in Enterprise AI
DOI: 10.1007/978-3-032-01940-0_52025
Conference Proceedings
One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy