{
 "title": "LLM Data Guard: PII & Secrets Redaction",
 "site": "台灣 AI 代理人任務中樞",
 "canonical": "https://penguindriver.com/s/io.github.fairquery%2Fllm-data-guard-pii-secrets",
 "markdown": "https://penguindriver.com/s/io.github.fairquery%2Fllm-data-guard-pii-secrets.md",
 "summary": "Detect and redact PII and secrets (API keys, tokens) in text, HTML or PDF before it reaches an LLM.",
 "date_modified": null,
 "retrieved": "2026-10-18",
 "content_sha256": "3cbccb5f391a3e5d607437a0e4b3c514d3e7e5b1e8901e365e699bd69db81033",
 "fingerprint_basis": "Markdown 版全文，移除贊助行與開頭 front matter，去除頭尾空白",
 "verify": {
  "text_snapshot": "https://penguindriver.com/cite?path=%2Fs%2Fio.github.fairquery%252Fllm-data-guard-pii-secrets&format=text",
  "how": "下載 text_snapshot 後計算 SHA-256，應與 content_sha256 相同；內容更新時指紋會改變"
 },
 "sources": [
  {
   "name": "https://github.com/fairquery/llm-data-guard-pii-secrets",
   "url": "https://github.com/fairquery/llm-data-guard-pii-secrets"
  },
  {
   "name": "https://fairquery.github.io/posts/redact-pii-secrets-before-sending-data-to-llm/",
   "url": "https://fairquery.github.io/posts/redact-pii-secrets-before-sending-data-to-llm/"
  }
 ],
 "source_count": 2,
 "cite_as": {
  "zh": "LLM Data Guard: PII & Secrets Redaction｜台灣 AI 代理人任務中樞。https://penguindriver.com/s/io.github.fairquery%2Fllm-data-guard-pii-secrets（資料日期 未標示，擷取 2026-10-18）",
  "apa": "台灣 AI 代理人任務中樞. (2026). LLM Data Guard: PII & Secrets Redaction. Retrieved 2026-10-18, from https://penguindriver.com/s/io.github.fairquery%2Fllm-data-guard-pii-secrets",
  "markdown": "[LLM Data Guard: PII & Secrets Redaction](https://penguindriver.com/s/io.github.fairquery%2Fllm-data-guard-pii-secrets)（台灣 AI 代理人任務中樞，2026-10-18）"
 },
 "license": "可引用，請附上正式網址與資料日期"
}