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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

Sunyeop Kim

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Open access 2026

Revisiting Side-Channel Resistance of GCM Implementations on AVR Microcontrollers

Galois/Counter Mode (GCM) serves as a mandatory or default authenticated encryption mode in widely deployed security protocols, including TLS 1.3, IPsec, MACsec (IEEE 802.1AE), SSH, WPA3, and QUIC, which makes implementation-level vulnerabilities in GCM a concern of broad practical significance. In this study, we revis...

Insung Kim, Hanbeom Shin, Sunyeop Kim et al. · 0 citations
Preprint Aug 2026

Provably Learning Multi-Head Attention with Queries

The problem of learning multi-head softmax attention from black-box input-output access is studied and an algorithm using O(d^2) value queries to recover the single-head parameters $(W,v) is given.

Sunyeop Kim, Insung Kim · 1 citation

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