8 citations · 30 across the 31 of their papers we have counts for
5 papers · 1 filter
ITS Fairy: Occlusion Assistance Selected Against a Recipient's Own Perception Reports
Yenan Wang, Oscar Karlsson, Elad Michael Schiller +2
Cooperative perception can expose object state beyond a vehicle's onboard sensors, but sensing occlusion can still leave a local safety application without the objects its collisio…
Wireless Evidence Acquisition for Multimodal Inference Constrained by Temporal Windows
Alessandro Compagnoni, Anup Mishra, Carla Fabiana Chiasserini +2
Multimodal inference in safety-critical applications, such as autonomous driving and robot navigation, requires heterogeneous sensor observations to reach an edge server within a t…
From Bracha to Coded MBRB: Benchmarking Byzantine Reliable Broadcast Implementations
Yenan Wang, Jesper Kullberg, Fabian Paglianno Persson +2
Byzantine Reliable Broadcast (BRB) and Message-Adversary-Tolerant Byzantine Reliable Broadcast (MBRB) are reliable-dissemination abstractions for fault-tolerant distributed systems…
Balancing Privacy-Quality-Efficiency in Federated Learning through Round-Based Interleaving of Protection Techniques
Yenan Wang, Carla Fabiana Chiasserini, Elad Michael Schiller
In federated learning (FL), balancing privacy protection, learning quality, and efficiency remains a challenge. Privacy protection mechanisms, such as Differential Privacy (DP), de…
Integrating Homomorphic Encryption and Synthetic Data in FL for Privacy and Learning Quality
Yenan Wang, Carla Fabiana Chiasserini, Elad Michael Schiller
Federated learning (FL) enables collaborative training of machine learning models without sharing sensitive client data, making it a cornerstone for privacy-critical applications.…