9 citations · 13 across the 5 of their papers we have counts for
3 papers · 1 filter
GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment
Aref Asvadishirehjini, Murat Kantarcioglu, Bradley Malin
Machine learning models based on Deep Neural Networks (DNNs) are increasingly deployed in a wide range of applications ranging from self-driving cars to COVID-19 treatment discover…
To Warn or Not to Warn: Online Signaling in Audit Games
Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik +3
Routine operational use of sensitive data is often governed by law and regulation. For instance, in the medical domain, there are various statues at the state and federal level tha…
CheapSMC: A Framework to Minimize SMC Cost in Cloud
Erman Pattuk, Murat Kantarcioglu, Huseyin Ulusoy +1
Secure multi-party computation (SMC) techniques are increasingly becoming more efficient and practical thanks to many recent novel improvements. The recent work have shown that dif…