{
  "added_at": "2026-11-06",
  "arxiv_id": "2308.12659",
  "arxiv_version_reviewed": "v1",
  "authors": [
    "Wenyu Zhu",
    "Hao Wang",
    "Yuchen Zhou",
    "Jiaming Wang",
    "Zihan Sha",
    "Zeyu Gao",
    "Chao Zhang"
  ],
  "bibtex_url": "https://awesomerea.org/papers/citations/paper-ktrans.bib",
  "code_url": "https://github.com/Learner0x5a/kTrans-release",
  "date_basis": "First arXiv submission date.",
  "date_basis_zh": "arXiv 首次提交日期。",
  "date_precision": "day",
  "description_en": "kTrans uses a knowledge-aware Transformer to embed binary code. It evaluates the embeddings through outlier detection and visualization, and on binary code similarity, function type recovery, and indirect call recognition.",
  "description_zh": "kTrans 使用融合汇编语言知识的 Transformer 生成二进制代码嵌入。论文通过离群点检测和可视化考察嵌入，并评估其在二进制代码相似性检测、函数类型恢复和间接调用识别中的表现。",
  "doi": null,
  "entry_url": "https://awesomerea.org/papers/paper-ktrans/",
  "entry_url_zh": "https://awesomerea.org/zh/papers/paper-ktrans/",
  "evidence_urls": [
    "https://arxiv.org/abs/2308.12659"
  ],
  "first_arxiv_date": "2023-08-24",
  "id": "paper-ktrans",
  "json_url": "https://awesomerea.org/papers/paper-ktrans/record.json",
  "kind": "research",
  "markdown_url": "https://awesomerea.org/papers/paper-ktrans/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/papers/paper-ktrans/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/2308.12659",
  "project_url": null,
  "publication_date": "2023-08-24",
  "publication_status": "preprint",
  "record_type": "paper",
  "runtime_tested": false,
  "scope_limitations_en": "Covers binary code and three downstream tasks: binary code similarity detection, function type recovery and indirect call recognition, with reported improvements of 5.2%, 6.8% and 12.6%.",
  "scope_limitations_zh": "涵盖二进制代码及三项下游任务：二进制代码相似性检测、函数类型恢复和间接调用识别，报告的提升分别为 5.2%、6.8% 和 12.6%。",
  "targets": [
    "binary"
  ],
  "title": "kTrans: Knowledge-Aware Transformer for Binary Code Embedding",
  "title_zh": "kTrans：用于二进制代码嵌入的知识感知 Transformer",
  "url": "https://arxiv.org/abs/2308.12659",
  "venue": "arXiv",
  "verification": "source-reviewed",
  "verified_at": "2026-11-06",
  "why_fits_en": "It applies binary code embeddings to reverse-engineering tasks.",
  "why_fits_zh": "论文将二进制代码嵌入用于逆向工程任务。",
  "year": 2023
}