Securing Federated Learning with Control-Flow Attestation: A Novel Framework for Enhanced Integrity and Resilience against Adversarial Attacks
Authors: Zahir Alsulaimawi | Published: 2024-03-15
Scalability Analysis
BIONIB: Blockchain-based IoT using Novelty Index in Bridge Health Monitoring
Authors: Divija Swetha Gadiraju, Ryan McMaster, Saeed Eftekhar Azam, Deepak Khazanchi | Published: 2024-02-22
Rethinking Randomized Smoothing from the Perspective of Scalability
Authors: Anupriya Kumari, Devansh Bhardwaj, Sukrit Jindal | Published: 2023-12-19 | Updated: 2024-10-24
SoK: Assessing the State of Applied Federated Machine Learning
Authors: Tobias Müller, Maximilian Stäbler, Hugo Gascón, Frank Köster, Florian Matthes | Published: 2023-08-03
Compressed Private Aggregation for Scalable and Robust Federated Learning over Massive Networks
Authors: Natalie Lang, Nir Shlezinger, Rafael G. L. D'Oliveira, Salim El Rouayheb | Published: 2023-08-01 | Updated: 2025-05-08
Differentially Private Clustering in Data Streams
Authors: Alessandro Epasto, Tamalika Mukherjee, Peilin Zhong | Published: 2023-07-14 | Updated: 2024-01-08
A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection
Authors: Minzhao Lyu, Hassan Habibi Gharakheili, Vijay Sivaraman | Published: 2023-06-29
Differentially Private Selection from Secure Distributed Computing
Authors: Ivan Damgård, Hannah Keller, Boel Nelson, Claudio Orlandi, Rasmus Pagh | Published: 2023-06-07 | Updated: 2023-06-08
ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning
Authors: Evan Madill, Ben Nguyen, Carson K. Leung, Sara Rouhani | Published: 2022-04-04