2020

A system and method for semantic learning on federated learning systems. Ali Anwar, Nathalie Baracaldo Angel, Simone Bianco, Vito Paolo Pastore, Yi Zhou.
A Cost effective method for parameter sharing in Federated learning. Shashank Rajamoni, Ali Anwar, Yi Zhou, Heiko Ludwig, Nathalie Baracaldo.
A method to adaptively average model updates in federated learning. Yi Zhou, Ali Anwar, Nathalie Baracaldo, Heiko Ludwig.
Efficient private vertical federated learning. Nathalie Baracaldo, Runhua Xu, Yi Zhou, Ali Anwar, Heiko Ludwig.

A method and system to improve efficiency in privacy-preserving federated learning. Nathalie Baracaldo, Runhua Xu, Yi Zhou, Ali Anwar, Heiko Ludwig.
Method to detect backdoor attacks at inference time. Nathalie Baracaldo, Yi Zhou, Bryant Chen, Ali Anwar, Heiko Ludwig
A method and system to improve communication overhead in federated learning. Ali Anwar, Yi Zhou, Nathalie Baracaldo, Heiko Ludwig.
A method and system to perform private and federated learning . Stacey Truex, Nathalie Baracaldo, Ali Anwar, Heiko Ludwig, Thomas Steinke, Rui Zhang.
Dynamic adjustment of parallelism for pulling images from container registries Ali Anwar, Heiko Ludwig, Mohamed Mohamed, Samir Tata

Dynamic metering adjustment for service management of computing platform Anwar, Ali and Kochut, Andrzej and Sailer, Anca and Schulz, Charles O and Segal, Alla US Patent App. 14/926,384
SCALABLE METERING FOR CLOUD SERVICE MANAGEMENT BASED ON COST-AWARENESS Anwar, Ali and Baset, Salman A and Kochut, Andrzej P and Lei, Hui and Sailer, Anca and Segal, Alla US Patent 20,160,094,410