2 papers
cs.DS2026
Elastic Sketch under Random Stationary Streams: Limiting Behavior and Near-Optimal Configuration
Younes Ben Mazziane, Vinay Kumar B. R., Othmane Marfoq
Elastic-Sketch is a hash-based data structure for counting item's appearances in a data stream, and it has been empirically shown to achieve a better memory-accuracy trade-off comp…
cs.LG2025
Attribute Inference Attacks for Federated Regression Tasks
Francesco Diana, Othmane Marfoq, Chuan Xu +3
Federated Learning (FL) enables multiple clients, such as mobile phones and IoT devices, to collaboratively train a global machine learning model while keeping their data localized…