Prof Olya Ohrimenko
Professor
School of Computing and Information Systems
59 Scholarly works
8 Projects
HIGHLIGHTS
2026
Research grants (ARC, NHMRC, MRFF)
ARC Training Centre for Transformative Health Sensing Technologies
2025
Journal article
RS-Reg: Probabilistic and Robust Certified Regression through Randomized Smoothing
2025
Conference Proceedings
Combining Classical and Probabilistic Independence Reasoning to Verify the Security of Oblivious Algorithms
DOI: 10.1007/978-3-031-71162-6_102025
Reference Work
Melbourne Shuffle, The
DOI: 10.1007/978-3-030-71522-9_17912022
Research Grant
Combining Differential Privacy and Federated Learning to Protect Against Privacy Leaks in Deep Learning NLP
2022
Conference Proceedings
Are We There Yet? Timing and Floating-Point Attacks on Differential Privacy Systems
DOI: 10.1109/SP46214.2022.98336722021
Research Grant
AUSMURI Cohesive and Robust Human-Bot Cybersecurity Teams
RECENT SCHOLARLY WORKS
2025
Book Chapter
Data Privacy in Enterprise AI
DOI: 10.1007/978-3-032-01940-0_52025
Conference Proceedings
Verifiable and Provably Secure Machine Unlearning
DOI: 10.1109/SaTML64287.2025.000332024
Conference Proceedings
Elephants Do Not Forget: Differential Privacy with State Continuity for Privacy Budget
DOI: 10.1145/3658644.36702812024
Conference Proceedings
Getting a-Round Guarantees: Floating-Point Attacks on Certified Robustness
DOI: 10.1145/3689932.36947612024
Conference Proceedings
Single Round-trip Hierarchical ORAM via Succinct Indices
DOI: 10.1145/3634737.36562902024
Journal article
Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
DOI: 10.1162/99608f92.d31975242024
Conference Proceedings
Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models
DOI: 10.52202/079017-4263
RECENT PROJECTS
2026
Research grants (other domestic)
Secure Flow of Confidential and Classified Data in AI Systems