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Baturalp Buyukates

Maverick-Aware Shapley Valuation for Client Selection in Federated Learning

May 21, 2024
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MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs

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Feb 20, 2024
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Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning

Oct 06, 2023
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FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs

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Jun 08, 2023
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Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain

Feb 27, 2023
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Secure Federated Clustering

May 31, 2022
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Version Age of Information in Clustered Gossip Networks

Sep 17, 2021
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Gossiping with Binary Freshness Metric

Jul 29, 2021
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Age of Gossip in Networks with Community Structure

May 06, 2021
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Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning

Mar 01, 2021
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