3 algorithm-"Multiple"-"Prof"-"Simons-Foundation"-"DIFFER" uni jobs at Monash University

SmartScaleSys (S3): AI-Driven Resource Management for Efficient and Sustainable Large-Scale Distributed Systems

Monash University | Melbourne, Victoria | Australia | about 2 hours ago

healthcare application needs to analyze sensitive patient data across distributed nodes. Researchers and students can explore privacy-preserving algorithms and technologies like federated learning and zero

Privacy-Enhancing Technologies for the Social Good

Monash University | Melbourne, Victoria | Australia | 1 day ago

software is not on the blacklist" (without revealing the exact software). There are multiple aspects of this project. For all aspects, some cryptography background is required. Design and analysis of new

[NextGen] Secure and Privacy-Enhancing Federated Learning: Algorithms, Framework, and Applications to NLP and Medical AI

Monash University | Melbourne, Victoria | Australia | 1 day ago

guarantees of FL. In this project, we aim at an ambitious goal - designing secure and privacy-enhancing algorithms and framework for FL and applying our designs into real-world applications. To achieve