105 citations · 203 across the 39 of their papers we have counts for
7 papers · 1 filter
Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions
Mustafa Abdallah, Saurabh Bagchi, Shaunak D. Bopardikar +6
Many of our critical infrastructure systems and personal computing systems have a distributed computing systems structure. The incentives to attack them have been growing rapidly a…
Benchmarking Algorithms for Federated Domain Generalization
Ruqi Bai, Saurabh Bagchi, David I. Inouye
While prior domain generalization (DG) benchmarks consider train-test dataset heterogeneity, we evaluate Federated DG which introduces federated learning (FL) specific challenges.…
EESMR: Energy Efficient BFT-SMR for the masses
Adithya Bhat, Akhil Bandarupalli, Manish Nagaraj +3
Modern Byzantine Fault-Tolerant State Machine Replication (BFT-SMR) solutions focus on reducing communication complexity, improving throughput, or lowering latency. This work explo…
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning
Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma +3
Secure aggregation promises a heightened level of privacy in federated learning, maintaining that a server only has access to a decrypted aggregate update. Within this setting, lin…
LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation
Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy +3
Federated learning was introduced to enable machine learning over large decentralized datasets while promising privacy by eliminating the need for data sharing. Despite this, prior…
An Open Dataset of Sensor Data from Soil Sensors and Weather Stations at Production Farms
Charilaos Mousoulis, Pengcheng Wang, Nguyen Luu Do +5
Weather and soil conditions are particularly important when it comes to farming activities. Study of these factors and their role in nutrient and nitrate absorption rates can lead…