Zhanwei Zhang
Zhanwei Zhang
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LLM-Based JSON Parser Fuzzing for Bug Discovery and Behavioral Analysis
Use opensource LLMs such as Llama2-7B/13B to generate test cases.
13 JSON Parsers and over 100 types of cases have been tested. Over 26 behavioral diversities have been found.
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Estimating Global Aviation CO2 Emissions with Comprehensive Flight Data
Analyze 10 TB data (1 billion records) using statistical and machine learning methods.
The manuscript has been submitted to Environmental Science & Technology on April 16, 2024.
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