2 citations · 2 across the 2 of their papers we have counts for
4 papers
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning
Siddharth Divi, Yi-Shan Lin, Habiba Farrukh +1
In Federated Learning (FL), the clients learn a single global model (FedAvg) through a central aggregator. In this setting, the non-IID distribution of the data across clients rest…
On the Safety Implications of Misordered Events and Commands in IoT Systems
Furkan Goksel, Muslum Ozgur Ozmen, Michael Reeves +2
IoT devices, equipped with embedded actuators and sensors, provide custom automation in the form of IoT apps. IoT apps subscribe to events and upon receipt, transmit actuation comm…
On the Feasibility of Exploiting Traffic Collision Avoidance System Vulnerabilities
Paul M. Berges, Basavesh Ammanaghatta Shivakumar, Timothy Graziano +2
Traffic Collision Avoidance Systems (TCAS) are safety-critical systems required on most commercial aircrafts in service today. However, TCAS was not designed to account for malicio…
Real-time Analysis of Privacy-(un)aware IoT Applications
Leonardo Babun, Z. Berkay Celik, Patrick McDaniel +1
Users trust IoT apps to control and automate their smart devices. These apps necessarily have access to sensitive data to implement their functionality. However, users lack visibil…