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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Mei-Bin Qi

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Conference Sep 2026

A privacy protection method for large-scale graph data supported by homomorphic encryption

Combined with privacy leakage probability verification, the protection strategy is optimized to form a full-process privacy protection system and shows that the research method keeps the privacy leakage rate within 0.375%.

Mei-Bin Qi · 0 citations
#federated learning Conference Sep 2026

Robust detection method for adversarial backdoor attacks under federated learning architecture

A robust detection method featuring a two layer "norm verification + directional consistency" filtering mechanism combined with the Isolation Forest algorithm to remove malicious outliers, a weighted adaptive robust aggregation that dynamically allocates weights based on client accuracy and consistency, updates the glo...

Mei-Bin Qi · 0 citations

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