#decompilation News & Analysis

2 articles tagged with #decompilation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AI × CryptoNeutralarXiv – CS AI · May 297/10

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SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers

Researchers introduced SCDBench, a comprehensive benchmark dataset with 600 real-world Solidity contracts designed to rigorously evaluate LLM-based smart contract decompilers. Testing frontier models like Claude Opus and GPT-5.3-Codex revealed significant limitations: the best-performing model achieved semantic consistency on only 42/600 contracts, highlighting that while LLMs can generate compilable code, accurately recovering original contract semantics remains an unsolved challenge critical for blockchain security.

🧠 GPT-5🧠 Claude🧠 Opus

AINeutralarXiv – CS AI · Jun 86/10

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LLM Agent-Assisted Reverse Engineering with Quantitative Readability Metrics

Researchers present a Quantitative Readability Score (QRS) framework that enables LLM agents to improve the readability of decompiled code while maintaining functional correctness. The approach combines structural similarity validation with three independent readability metrics (Lexical Surprisal, Structural Simplicity, and Idiomatic Quality) to guide code refinement without unintended optimization artifacts.