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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

Adil Sarwar

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#edge computing Oct 2026

Two-Stage NAS for On-Device Privacy Preservation Across Heterogeneous Computational Resources

Edge devices handle sensitive user data, raising significant security and privacy concerns when shared with data collectors for downstream learning tasks. One potential solution leverages differentially private generative models, keeping original data on user devices and creating obfuscated variants for transmission. H...

Adil Sarwar, Yanlong Zhai, Jun Shen et al. · 0 citations
#edge computing Sep 2026

Decoupled Edge Data Integrity Verification via Federated Adaptation and Cryptographic Validation

Mobile edge computing (MEC) accelerates Internet of Things (IoT) applications by caching content near end users. However, cached data remains vulnerable to corruption, misleading applications, and eroding user trust. Traditional centralized edge data integrity verification (EDIV) methods adopt challenge-response protoc...

Adil Sarwar, Yanlong Zhai, Jun Shen et al. · 0 citations

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