60 citations · 87 across the 17 of their papers we have counts for
18 papers
FireFly A Synthetic Dataset for Ember Detection in Wildfire
Yue Hu, Xinan Ye, Yifei Liu +7
This paper presents "FireFly", a synthetic dataset for ember detection created using Unreal Engine 4 (UE4), designed to overcome the current lack of ember-specific training resourc…
A Utility-Preserving Obfuscation Approach for YouTube Recommendations
Jiang Zhang, Hadi Askari, Konstantinos Psounis +1
Online content platforms optimize engagement by providing personalized recommendations to their users. These recommendation systems track and profile users to predict relevant cont…
How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?
Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin +2
Federated learning (FL) has attracted growing interest for enabling privacy-preserving machine learning on data stored at multiple users while avoiding moving the data off-device.…
A Unified Prediction Framework for Signal Maps
Emmanouil Alimpertis, Athina Markopoulou, Carter T. Butts +2
Signal maps are essential for the planning and operation of cellular networks. However, the measurements needed to create such maps are expensive, often biased, not always reflecti…
Privacy-Utility Trades in Crowdsourced Signal Map Obfuscation
Jiang Zhang, Lillian Clark, Matthew Clark +2
Cellular providers and data aggregating companies crowdsource celluar signal strength measurements from user devices to generate signal maps, which can be used to improve network p…
AutoCast: Scalable Infrastructure-less Cooperative Perception for Distributed Collaborative Driving
Hang Qiu, Pohan Huang, Namo Asavisanu +3
Autonomous vehicles use 3D sensors for perception. Cooperative perception enables vehicles to share sensor readings with each other to improve safety. Prior work in cooperative per…