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Shanshan Han

TorchOpera: A Compound AI System for LLM Safety

Jun 16, 2024
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LLM Multi-Agent Systems: Challenges and Open Problems

Feb 05, 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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FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System

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Mar 20, 2023
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Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain

Feb 27, 2023
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Federated Analytics: A survey

Feb 02, 2023
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