Python Program Resource Usage from Fuzzing Corpora

Citation Author(s):: Gavin
Black
Dakota State University
Submitted by:: Gavin Black
Last updated:: Thu, 09/05/2024 - 13:58
DOI:: 10.21227/h18v-5e83
Data Format:: Parquet, Binary
License:: Creative Commons Attribution

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Categories:: Machine Learning
Security
Keywords:: fuzzing, LLM, Provisioning

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Abstract

Resource usage fuzzing samples and related data. Contains samples from Pythoin, random data, GPT-3.5, GPT-4, Gemini-1.0, Claude Instant, and Claude Opus. These samples are generated for 50 Python functions. Also included are resource measures for CPU time, instruction count, function calls, peak RAM usage, final RAM allocated, and coverage. These values were collected on an isolated system and account for interference from other processes.

Instructions:

See: https://github.com/gavin-black-dsu/ruff