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Arxiv
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161
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On Benchmarking Code LLMs for Android Malware Analysis
- Large Language Models (LLMs) have demonstrated strong capabilities in various code intelligence tasks.
- Cama is a benchmarking framework designed to evaluate the effectiveness of Code LLMs in Android malware analysis tasks.
- Cama specifies structured model outputs to support malicious function identification and malware purpose summarization.
- Experiments using Cama provide insights into how Code LLMs interpret decompiled code and their sensitivity to function renaming.
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