A controlled comparison of 12 smart contract pairs shows Move reduces security check density by 60% versus Solidity but increases code size by 47%, with developers reporting higher safety confidence in Move despite moderate learning difficulty.
A comparative study on large language models for log parsing
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Systematic review of 145 papers on LLM-based log analysis, providing a unified taxonomy, common design patterns, evaluation practices, and challenges for deployment under drift and limited labels.
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Comparing Smart Contract Paradigms: A Preliminary Study of Security and Developer Experience
A controlled comparison of 12 smart contract pairs shows Move reduces security check density by 60% versus Solidity but increases code size by 47%, with developers reporting higher safety confidence in Move despite moderate learning difficulty.
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LLM4Log: A Systematic Review of Large Language Model-based Log Analysis
Systematic review of 145 papers on LLM-based log analysis, providing a unified taxonomy, common design patterns, evaluation practices, and challenges for deployment under drift and limited labels.