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Dongliang Zhao

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Preprint Aug 2026

SeriCrypt: An LLM-Driven Context-Aware Serialization Framework for Cryptographic Protocols

Constructing syntactically correct and cryptographically valid message sequences is essential for protocol state machine learning, conformance testing, and fuzzing. Unlike plaintext protocols, cryptographic protocols involve complex cross-message state dependencies and cryptographic computation constraints. Existing au...

Maosong Chen, Xi Chen, Mengcheng Ju et al. · 0 citations

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