{
  "added_at": "2026-10-20",
  "arxiv_id": "2609.27058",
  "arxiv_version_reviewed": "v1",
  "authors": [
    "Rong Feng",
    "Suman Saha"
  ],
  "bibtex_url": "https://awesomerea.org/papers/citations/paper-stage-supervised-js-deobfuscation.bib",
  "code_url": null,
  "date_basis": "First arXiv submission; no formal proceedings publication was verified.",
  "date_basis_zh": "采用首次 arXiv 提交日期，未核实正式会议录出版。",
  "date_precision": "day",
  "description_en": "Uses intermediate Webcrack rewrites to supervise Coconut-style latent reasoning for JavaScript deobfuscation. Training exposes staged code transformations; inference receives obfuscated code and generates a cleaned program in one shot.",
  "description_zh": "利用 Webcrack 的中间重写结果监督 Coconut 式潜空间推理，以完成 JavaScript 去混淆。训练阶段提供分步代码转换，推理阶段仅接收混淆代码并一次生成清理后的程序。",
  "doi": "10.48550/arxiv.2609.27058",
  "entry_url": "https://awesomerea.org/papers/paper-stage-supervised-js-deobfuscation/",
  "entry_url_zh": "https://awesomerea.org/zh/papers/paper-stage-supervised-js-deobfuscation/",
  "evidence_urls": [
    "https://arxiv.org/abs/2609.27058v1",
    "https://arxiv.org/html/2609.27058v1",
    "https://api.datacite.org/dois/10.48550/arxiv.2609.27058"
  ],
  "first_arxiv_date": "2026-09-22",
  "id": "paper-stage-supervised-js-deobfuscation",
  "json_url": "https://awesomerea.org/papers/paper-stage-supervised-js-deobfuscation/record.json",
  "kind": "research",
  "markdown_url": "https://awesomerea.org/papers/paper-stage-supervised-js-deobfuscation/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/papers/paper-stage-supervised-js-deobfuscation/index.md",
  "metadata_notes": "Reviewed September 22 v1, explicitly labeled WIP, with a registered arXiv DOI. Article license is CC BY 4.0. Webcrack is a cited upstream supervision tool, not this paper’s implementation release; no dedicated author code, weights or training-artifact license was verified.",
  "metadata_notes_zh": "已复核 9 月 22 日 v1，原文明确标为 WIP，arXiv DOI 已注册。文章许可为 CC BY 4.0；Webcrack 是引用的上游监督工具，不是本文的实现发布。未核实专用作者代码、权重或训练产物许可。",
  "pdf_url": "https://arxiv.org/pdf/2609.27058v1",
  "project_url": null,
  "publication_date": "2026-09-22",
  "publication_status": "preprint",
  "record_type": "paper",
  "runtime_tested": false,
  "scope_limitations_en": "A work-in-progress study of one 3B backbone: 100 programs sampled from the 300 smallest benchmark inputs, split 60/20/20. Of 20 test outputs, 10 parsed and 8 matched teacher-derived outputs; the reported 80% is conditional on valid syntax. Semantic checks include manual inspection; stronger baselines and stage ablations remain future work.",
  "scope_limitations_zh": "这是单一 3B 基础模型的进行中研究：从基准最小的 300 个输入中抽取 100 个程序，按 60/20/20 划分。20 个测试输出中 10 个可解析、8 个与教师流程输出匹配；所报 80% 以语法有效为条件。语义检查含人工检查，更强基线及阶段消融仍待完成。",
  "targets": [
    "website",
    "app"
  ],
  "title": "Stage-Supervised Latent Reasoning for Single-Shot JavaScript Deobfuscation",
  "title_zh": "阶段监督的潜空间推理：单次生成的 JavaScript 去混淆",
  "url": "https://arxiv.org/abs/2609.27058",
  "venue": "arXiv",
  "verification": "source-reviewed",
  "verified_at": "2026-10-20",
  "why_fits_en": "Explores how deterministic recovery stages can supervise learned code deobfuscation.",
  "why_fits_zh": "探索如何利用确定性恢复阶段监督学习式代码去混淆。",
  "year": 2026
}