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

arXiv:2608.24498 · cs.CR · Submitted 2026-08-25 · Read on arXiv

cs.CR

Submitted: 2026-08-25

Updated: 2026-08-25

Code: https://github.com/secdev/scapy

Terminology

Verification — 15× in this paper · explained in 2 episodes
Accuracy — 11× in this paper · explained in 1 episode
Core — 5× in this paper · explained in 2 episodes
Unified Attribute System — 3× in this paper
Abstraction — 2× in this paper · explained in 1 episode
Consistency — 2× in this paper · explained in 3 episodes
Network and Distributed System Security Symposium — 2× in this paper
Trace — 2× in this paper · explained in 2 episodes
Chain-of-Thought Prompting — 1× in this paper · explained in 2 episodes
Downstream Tasks — 1× in this paper · explained in 2 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Large Language Model (LLM) — 1× in this paper · explained in 3 episodes

Sources

Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

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