{
  "added_at": "2026-11-06",
  "arxiv_id": "2310.06530",
  "arxiv_version_reviewed": "v2",
  "authors": [
    "Wai Kin Wong",
    "Huaijin Wang",
    "Zongjie Li",
    "Zhibo Liu",
    "Shuai Wang",
    "Qiyi Tang",
    "Sen Nie",
    "Shi Wu"
  ],
  "bibtex_url": "https://awesomerea.org/papers/citations/paper-dec-gpt.bib",
  "code_url": null,
  "date_basis": "First arXiv submission date.",
  "date_basis_zh": "arXiv 首次提交日期。",
  "date_precision": "day",
  "description_en": "The paper proposes a two-step hybrid LLM approach to refine IDA-Pro decompiled C code for recompilation. On popular C test cases, it reports a recompilation success rate above 75% with moderate effort.",
  "description_zh": "论文提出一种两步混合方法，利用大语言模型改进 IDA-Pro 反编译生成的 C 代码，使其能够重新编译。在一组常见的 C 测试用例上，该方法以适度工作量实现了超过 75% 的重新编译成功率。",
  "doi": null,
  "entry_url": "https://awesomerea.org/papers/paper-dec-gpt/",
  "entry_url_zh": "https://awesomerea.org/zh/papers/paper-dec-gpt/",
  "evidence_urls": [
    "https://arxiv.org/abs/2310.06530"
  ],
  "first_arxiv_date": "2023-10-10",
  "id": "paper-dec-gpt",
  "json_url": "https://awesomerea.org/papers/paper-dec-gpt/record.json",
  "kind": "research",
  "markdown_url": "https://awesomerea.org/papers/paper-dec-gpt/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/papers/paper-dec-gpt/index.md",
  "metadata_notes": "The date and venue come from the arXiv record.",
  "metadata_notes_zh": "日期和发表场所来自 arXiv 记录。",
  "pdf_url": "https://arxiv.org/pdf/2310.06530",
  "project_url": null,
  "publication_date": "2023-10-10",
  "publication_status": "preprint",
  "record_type": "paper",
  "runtime_tested": false,
  "scope_limitations_en": "The pilot study examines obstacles in recompiling IDA-Pro output; the evaluation uses a set of popular C test cases.",
  "scope_limitations_zh": "先导研究考察了重新编译 IDA-Pro 输出时遇到的障碍；评估使用了一组常见的 C 测试用例。",
  "targets": [
    "binary"
  ],
  "title": "Refining Decompiled C Code with Large Language Models",
  "title_zh": "利用大语言模型改进反编译的 C 代码",
  "url": "https://arxiv.org/abs/2310.06530",
  "venue": "arXiv",
  "verification": "source-reviewed",
  "verified_at": "2026-11-06",
  "why_fits_en": "It addresses reverse engineering of executables by improving decompiled C code for recompilation.",
  "why_fits_zh": "论文通过改进可执行文件反编译得到的 C 代码，使其能够重新编译，属于逆向工程研究。",
  "year": 2023
}