29 citations · 40 across the 5 of their papers we have counts for
5 papers
Unifying Distillation with Personalization in Federated Learning
Siddharth Divi, Habiba Farrukh, Berkay Celik
Federated learning (FL) is a decentralized privacy-preserving learning technique in which clients learn a joint collaborative model through a central aggregator without sharing the…
S3: Side-Channel Attack on Stylus Pencil through Sensors
Habiba Farrukh, Tinghan Yang, Hanwen Xu +3
With smart devices being an essential part of our everyday lives, unsupervised access to the mobile sensors' data can result in a multitude of side-channel attacks. In this paper,…
IoTRepair: Systematically Addressing Device Faults in Commodity IoT (Extended Paper)
Michael Norris, Berkay Celik, Patrick McDaniel +4
IoT devices are decentralized and deployed in un-stable environments, which causes them to be prone to various kinds of faults, such as device failure and network disruption. Yet,…
Sensitive Information Tracking in Commodity IoT
Z. Berkay Celik, Leonardo Babun, Amit K. Sikder +4
Broadly defined as the Internet of Things (IoT), the growth of commodity devices that integrate physical processes with digital connectivity has had profound effects on society--sm…
Determining Positive Cancer Rescue Mutations in p53 Based Cancers by using Artificial Intelligence
Kaan Aygen, Berkay Celik, Umut Eser
A mutation in a protein-coding gene in DNA can alter the protein structure coded by the same gene. Structurally altered proteins usually lose their functions and sometimes gain an…