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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

Kenneth G. Paterson

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Open access Oct 2026

Beyond the Output: Inference Attacks on Private Set Union and Multi-Key Private Matching

This work expands the understanding of attacks in this setting by investigating a broader class of functionalities, namely: Private Set Union, PSU-Cardinality, and Meta’s multi-key private matching (MKPM) functionality, and investigates possible mitigations for deploying such systems.

Andrea Raguso, Francesca Falzon, Tianxin Tang et al. · 0 citations

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