3 mobile-"https:" PhD positions at Monash University

Guarding On-device Machine Learning Models via Privacy-enhancing Techniques

Monash University | Melbourne, Victoria | Australia | 23 days ago

Research area Cybersecurity   On-device machine learning (ML) is rapidly gaining popularity on mobile devices. Mobile developers can use on-device ML to enable ML features at users’ mobile devices

Guarding On-device Machine Learning Models via Privacy-enhancing Techniques

Monash University | Melbourne, Victoria | Australia | about 18 hours ago

Research area Cybersecurity   On-device machine learning (ML) is rapidly gaining popularity on mobile devices. Mobile developers can use on-device ML to enable ML features at users’ mobile devices

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

Monash University | Melbourne, Victoria | Australia | about 18 hours ago

to enable distributed clients (e.g., mobile devices) to jointly train a machine learning model without pooling their raw data into a centralised server. Because data never leaves from user clients