category stringclasses 19
values | ctf_task_type stringclasses 7
values | dataset stringclasses 1
value | id stringlengths 29 29 | messages listlengths 3 3 | metadata unknown | source_dataset stringclasses 3
values | source_path stringlengths 0 93 | split stringclasses 1
value | type stringclasses 1
value |
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executable | reverse | ctf-dataset | ctf-lora-ff850e70f40616a304ce | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/executable/elf/structure/basic-info.md` 中的章节「文件格式」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/e... | {
"category": "executable",
"chars": 619,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "reverse",
"heading": "文件格式",
"heading_path": [
"ELF 文件",
"简介",
"文件格式"
],
"original_id": "docs-b0d9560f55cc294303a4",
"original_line": 458,
"original_split": "train",
"re... | docs_distilled_v1 | executable/elf/structure/basic-info.md | train | ctf_lora_sft |
reverse | reverse | ctf-dataset | ctf-lora-ffe70b1f16d87ad4200a | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/reverse/platform/windows/unpack/packer-introduction.md` 中的章节「获取所需函数 API」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
... | {
"category": "reverse",
"chars": 279,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "reverse",
"heading": "获取所需函数 API",
"heading_path": [
"保护壳简介",
"壳的加载过程",
"获取所需函数 API"
],
"original_id": "docs-bc27dd8ec92ed54cfbd6",
"original_line": 1547,
"original_split": "... | docs_distilled_v1 | reverse/platform/windows/unpack/packer-introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-00a25f23cf560e7bebd9 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/csrf.md` 中的章节「Token」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/csrf.md`\n标题：CSRF\n章节：C... | {
"category": "web",
"chars": 366,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "Token",
"heading_path": [
"CSRF",
"CSRF 的防御",
"Token"
],
"original_id": "docs-914c8e9570f5db291495",
"original_line": 1587,
"original_split": "train",
"record... | docs_distilled_v1 | web/csrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-042d146d0084b9b9e100 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/ssrf.md` 中的章节「SSRF 漏洞出现的场景」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/ssrf.md`\n标题：SSR... | {
"category": "web",
"chars": 219,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "SSRF 漏洞出现的场景",
"heading_path": [
"SSRF",
"SSRF 漏洞出现的场景"
],
"original_id": "docs-ac88a1c3ff966fea8b13",
"original_line": 1611,
"original_split": "train",
"record_t... | docs_distilled_v1 | web/ssrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-05b3ed5fa2b65f9ff41c | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「回调函数」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP 代... | {
"category": "web",
"chars": 238,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "回调函数",
"heading_path": [
"PHP 代码审计",
"命令执行",
"回调函数"
],
"original_id": "docs-d6ec4b073d7cd7b70df6",
"original_line": 1634,
"original_split": "train",
"record_t... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-099146fad8810baac69f | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「DNSLOG注入」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\... | {
"category": "web",
"chars": 883,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "DNSLOG注入",
"heading_path": [
"SQL 注入",
"注入语句备忘",
"DNSLOG注入"
],
"original_id": "docs-aaf0977b512b8c65b3da",
"original_line": 1608,
"original_split": "train",
"... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-0afe3ff276bb1f2a3d9c | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「order by 后的注入」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQ... | {
"category": "web",
"chars": 603,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "order by 后的注入",
"heading_path": [
"SQL 注入",
"注入语句备忘",
"order by 后的注入"
],
"original_id": "docs-276e65e69a8622c7a7c5",
"original_line": 1606,
"original_split": "t... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
introduction | web | ctf-dataset | ctf-lora-0bbaf23cc8358d7ee248 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/introduction/content.md` 中的章节「CTF 竞赛内容」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/introduction... | {
"category": "introduction",
"chars": 722,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 26,
"ctf_task_type": "web",
"heading": "CTF 竞赛内容",
"heading_path": [
"CTF 竞赛内容"
],
"original_id": "docs-21f9c779f5634cdf372f",
"original_line": 518,
"original_split": "train",
"record_type": "doc_s... | docs_distilled_v1 | introduction/content.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-137b32e1d341cc45aa39 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「宽字节注入」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章节... | {
"category": "web",
"chars": 211,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "宽字节注入",
"heading_path": [
"SQL 注入",
"注入语句备忘",
"宽字节注入"
],
"original_id": "docs-43f324f25ab751ec0f84",
"original_line": 1607,
"original_split": "train",
"record... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-16254dff6f76284992dc | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/ssrf.md` 中的章节「常用的后端实现」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/ssrf.md`\n标题：SSRF\n章节... | {
"category": "web",
"chars": 1325,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "常用的后端实现",
"heading_path": [
"SSRF",
"常用的后端实现"
],
"original_id": "docs-e0505c4a7a65aebb5c1c",
"original_line": 1612,
"original_split": "train",
"record_type": "do... | docs_distilled_v1 | web/ssrf.md | train | ctf_lora_sft |
introduction | web | ctf-dataset | ctf-lora-17ab42bd0c1686acbd8f | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/introduction/resources.md` 中的章节「信息资讯」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/introduction/r... | {
"category": "introduction",
"chars": 189,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "信息资讯",
"heading_path": [
"学习资源",
"信息资讯"
],
"original_id": "docs-6690e0078650a9e36249",
"original_line": 534,
"original_split": "train",
"record_type": "d... | docs_distilled_v1 | introduction/resources.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-1a25c9613ae816b0ae70 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「远程文件包含」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP... | {
"category": "web",
"chars": 1020,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "远程文件包含",
"heading_path": [
"PHP 代码审计",
"文件包含",
"远程文件包含"
],
"original_id": "docs-1553bfb02589bb5b5433",
"original_line": 1625,
"original_split": "train",
"rec... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-1c197800075a6a07bd8e | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/csrf.md` 中的章节「Flash CSRF」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/csrf.md`\n标题：CSRF\... | {
"category": "web",
"chars": 378,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "Flash CSRF",
"heading_path": [
"CSRF",
"CSRF 类型",
"Flash CSRF"
],
"original_id": "docs-ed64f64e22958366016e",
"original_line": 1586,
"original_split": "train",
... | docs_distilled_v1 | web/csrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-2156565494a822da82d3 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/xss.md` 中的章节「持久型 XSS」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/xss.md`\n标题：XSS\n章节：XS... | {
"category": "web",
"chars": 832,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "持久型 XSS",
"heading_path": [
"XSS",
"XSS 简介",
"持久型 XSS"
],
"original_id": "docs-cee6d20d40ec686a94e6",
"original_line": 1617,
"original_split": "train",
"recor... | docs_distilled_v1 | web/xss.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-226194b683a85ef166c7 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「绕过上传检查」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP... | {
"category": "web",
"chars": 698,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "绕过上传检查",
"heading_path": [
"PHP 代码审计",
"文件上传",
"绕过上传检查"
],
"original_id": "docs-313756cdfe37c2ae963c",
"original_line": 88,
"original_split": "validation",
"r... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-2508e989af99d9c8fb8f | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「绕过字符串黑名单」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\... | {
"category": "web",
"chars": 262,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "绕过字符串黑名单",
"heading_path": [
"SQL 注入",
"注入语句备忘",
"绕过字符串黑名单"
],
"original_id": "docs-1b8d1c48d5a22dc2d07e",
"original_line": 1605,
"original_split": "train",
"... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-26dbec1515851abaca35 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/ssrf.md` 中的章节「阻碍 SSRF 漏洞利用的场景」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/ssrf.md`\n标题：... | {
"category": "web",
"chars": 207,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "阻碍 SSRF 漏洞利用的场景",
"heading_path": [
"SSRF",
"阻碍 SSRF 漏洞利用的场景"
],
"original_id": "docs-1cd0f2551d1964034031",
"original_line": 87,
"original_split": "test",
"recor... | docs_distilled_v1 | web/ssrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-2ed017b91ca398aa93ef | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「数组」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP 代码审... | {
"category": "web",
"chars": 387,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "数组",
"heading_path": [
"PHP 代码审计",
"PHP 特性",
"数组"
],
"original_id": "docs-eb4b21ac57ea29fc4bf7",
"original_line": 1635,
"original_split": "train",
"record_typ... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-30b58e86e7e490125f4c | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「表名」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章节：SQ... | {
"category": "web",
"chars": 916,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "表名",
"heading_path": [
"SQL 注入",
"注入语句备忘",
"表名"
],
"original_id": "docs-6922a6a2fea93b4db517",
"original_line": 1602,
"original_split": "train",
"record_type"... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-3167780081132cd017b0 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「本地文件包含」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP... | {
"category": "web",
"chars": 564,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "本地文件包含",
"heading_path": [
"PHP 代码审计",
"文件包含",
"本地文件包含"
],
"original_id": "docs-5336c31aa33ef0bedba6",
"original_line": 1624,
"original_split": "train",
"reco... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-3b798899b6b7be253dd6 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「extract() 变量覆盖」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`... | {
"category": "web",
"chars": 464,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "extract() 变量覆盖",
"heading_path": [
"PHP 代码审计",
"变量覆盖",
"extract() 变量覆盖"
],
"original_id": "docs-182dc0e65bb48b2fbb80",
"original_line": 1628,
"original_split": ... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-3c94e053e724c19023dd | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/xss.md` 中的章节「会话劫持」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/xss.md`\n标题：XSS\n章节：XSS >... | {
"category": "web",
"chars": 444,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "会话劫持",
"heading_path": [
"XSS",
"XSS 利用方式",
"会话劫持"
],
"original_id": "docs-802475cfa56673fb2408",
"original_line": 1620,
"original_split": "train",
"record_ty... | docs_distilled_v1 | web/xss.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-40b9543e4a4622fc8e0b | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/ssrf.md` 中的章节「参考资料」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/ssrf.md`\n标题：SSRF\n章节：SS... | {
"category": "web",
"chars": 332,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "参考资料",
"heading_path": [
"SSRF",
"参考资料"
],
"original_id": "docs-d67273beddae31171e4d",
"original_line": 1615,
"original_split": "train",
"record_type": "doc_secti... | docs_distilled_v1 | web/ssrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-44889214bc456db504c9 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/xss.md` 中的章节「Self-XSS 变废为宝的场景」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/xss.md`\n标题：X... | {
"category": "web",
"chars": 817,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "Self-XSS 变废为宝的场景",
"heading_path": [
"XSS",
"Self-XSS 变废为宝的场景"
],
"original_id": "docs-b88cfa955a7dd41e8d30",
"original_line": 1622,
"original_split": "train",
"r... | docs_distilled_v1 | web/xss.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-4958f94ef973ede1800a | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「preg_replace() 代码执行」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/ph... | {
"category": "web",
"chars": 190,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "preg_replace() 代码执行",
"heading_path": [
"PHP 代码审计",
"命令执行",
"preg_replace() 代码执行"
],
"original_id": "docs-05078dcc47e8e76f92c8",
"original_line": 1630,
"origina... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-4d00c28769b43fdc7f2d | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「文件上传」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP 代... | {
"category": "web",
"chars": 198,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "文件上传",
"heading_path": [
"PHP 代码审计",
"文件上传"
],
"original_id": "docs-b1d73c26409afc0bcb49",
"original_line": 1626,
"original_split": "train",
"record_type": "doc_s... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-5157175f76bd562dc8fe | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「import_request_variables 变量覆盖」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/... | {
"category": "web",
"chars": 356,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "import_request_variables 变量覆盖",
"heading_path": [
"PHP 代码审计",
"变量覆盖",
"import_request_variables 变量覆盖"
],
"original_id": "docs-3ab5bd3b9b2bcf930ece",
"original_lin... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-63c72522132217536723 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「传入参数」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP 代... | {
"category": "web",
"chars": 216,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 26,
"ctf_task_type": "web",
"heading": "传入参数",
"heading_path": [
"PHP 代码审计",
"命令执行",
"preg_match 代码执行",
"传入参数"
],
"original_id": "docs-a2ea9c9e5940268b29ff",
"original_line": 1633,
"original_split... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-6e368f080f1d0f22e2f8 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「全局变量覆盖」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP... | {
"category": "web",
"chars": 262,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "全局变量覆盖",
"heading_path": [
"PHP 代码审计",
"变量覆盖",
"全局变量覆盖"
],
"original_id": "docs-f2ae5e19bea2085c1f32",
"original_line": 1627,
"original_split": "train",
"reco... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-6e992b7700795f304a3b | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「Git 源码泄露」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：P... | {
"category": "web",
"chars": 361,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "Git 源码泄露",
"heading_path": [
"PHP 代码审计",
"寻找源代码备份",
"Git 源码泄露"
],
"original_id": "docs-e16c42be42c37c2ac2e7",
"original_line": 1639,
"original_split": "train",
... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-71559eb979d068f8f986 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「XS-Leaks」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduction... | {
"category": "web",
"chars": 373,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "XS-Leaks",
"heading_path": [
"Web 简介",
"XS-Leaks"
],
"original_id": "docs-7338b9f707435dc6d4be",
"original_line": 1595,
"original_split": "train",
"record_type": ... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-743075071ecce273ec43 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「十六进制转换」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP... | {
"category": "web",
"chars": 205,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "十六进制转换",
"heading_path": [
"PHP 代码审计",
"PHP 特性",
"十六进制转换"
],
"original_id": "docs-a72fb763458bf991bba8",
"original_line": 89,
"original_split": "validation",
... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-777ce2d29b324ec51900 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「文件包含」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP 代... | {
"category": "web",
"chars": 244,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "文件包含",
"heading_path": [
"PHP 代码审计",
"文件包含"
],
"original_id": "docs-07f362892b638101ea30",
"original_line": 1623,
"original_split": "train",
"record_type": "doc_s... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-7ab21a52b9e136d3a297 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「preg_match 代码执行」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md... | {
"category": "web",
"chars": 2530,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 26,
"ctf_task_type": "web",
"heading": "preg_match 代码执行",
"heading_path": [
"PHP 代码审计",
"命令执行",
"preg_match 代码执行"
],
"original_id": "docs-c2fbc65298c07ab2cd28",
"original_line": 1631,
"original_split... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-7ae8176604676c4d517b | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「列名」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章节：SQ... | {
"category": "web",
"chars": 981,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "列名",
"heading_path": [
"SQL 注入",
"注入语句备忘",
"列名"
],
"original_id": "docs-447205eb11e7b633c7b3",
"original_line": 1603,
"original_split": "train",
"record_type"... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
introduction | web | ctf-dataset | ctf-lora-7b7cc929751a1491a9c2 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/introduction/resources.md` 中的章节「学习路线」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/introduction/r... | {
"category": "introduction",
"chars": 364,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "学习路线",
"heading_path": [
"学习资源",
"学习路线"
],
"original_id": "docs-f9dfb40ccad875eb2f06",
"original_line": 29,
"original_split": "test",
"record_type": "doc... | docs_distilled_v1 | introduction/resources.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-8482e2f020de3ba260e2 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「parse_str() 变量覆盖」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.m... | {
"category": "web",
"chars": 266,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "parse_str() 变量覆盖",
"heading_path": [
"PHP 代码审计",
"变量覆盖",
"parse_str() 变量覆盖"
],
"original_id": "docs-babd62220710c3742421",
"original_line": 88,
"original_split"... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-87506a77eee2cd28b669 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「构造 _GET 读取」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题... | {
"category": "web",
"chars": 565,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "构造 _GET 读取",
"heading_path": [
"PHP 代码审计",
"命令执行",
"preg_match 代码执行",
"构造 _GET 读取"
],
"original_id": "docs-fe0dba255a815714d5f4",
"original_line": 1632,
"or... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
introduction | web | ctf-dataset | ctf-lora-8857534cb81ead683ec7 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/introduction/resources.md` 中的章节「CTF OJ」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/introduction... | {
"category": "introduction",
"chars": 562,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "CTF OJ",
"heading_path": [
"学习资源",
"CTF OJ"
],
"original_id": "docs-602039711811281f3dd3",
"original_line": 535,
"original_split": "train",
"record_type"... | docs_distilled_v1 | introduction/resources.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-8b1314be27a7187e9270 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/xss.md` 中的章节「钓鱼」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/xss.md`\n标题：XSS\n章节：XSS > X... | {
"category": "web",
"chars": 891,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "钓鱼",
"heading_path": [
"XSS",
"XSS 利用方式",
"钓鱼"
],
"original_id": "docs-9e93da7acddf1105f087",
"original_line": 1621,
"original_split": "train",
"record_type":... | docs_distilled_v1 | web/xss.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-8b539786dd66c3aa22f0 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「注入常见参数」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章... | {
"category": "web",
"chars": 398,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "注入常见参数",
"heading_path": [
"SQL 注入",
"注入常见参数"
],
"original_id": "docs-c3e8d3ad84cfe0fd10ec",
"original_line": 87,
"original_split": "validation",
"record_type": "... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-8e0cdec66ae97acb33a8 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「行内注释」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章节：... | {
"category": "web",
"chars": 202,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "行内注释",
"heading_path": [
"SQL 注入",
"语法参考与小技巧",
"行内注释"
],
"original_id": "docs-430c35a7f6dd0339a1a6",
"original_line": 1600,
"original_split": "train",
"record... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
introduction | web | ctf-dataset | ctf-lora-a31b3405b574a5a9dd6e | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/introduction/resources.md` 中的章节「CTF 工具」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/introduction... | {
"category": "introduction",
"chars": 399,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "CTF 工具",
"heading_path": [
"学习资源",
"CTF 工具"
],
"original_id": "docs-df69272027a572d50d7d",
"original_line": 536,
"original_split": "train",
"record_type"... | docs_distilled_v1 | introduction/resources.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-a4f1dca5ffd9b8c6faf1 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「TLS 投毒」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduction.m... | {
"category": "web",
"chars": 184,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "TLS 投毒",
"heading_path": [
"Web 简介",
"TLS 投毒"
],
"original_id": "docs-f0a90bdd54dc11feba2b",
"original_line": 1594,
"original_split": "train",
"record_type": "doc... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-aa3f78a9aca0ae8d6409 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「XXE」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduction.md`\... | {
"category": "web",
"chars": 213,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "XXE",
"heading_path": [
"Web 简介",
"XXE"
],
"original_id": "docs-260d9cead7ce064533f6",
"original_line": 1592,
"original_split": "train",
"record_type": "doc_secti... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-af480a29e5ead7266b47 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/xss.md` 中的章节「DOM XSS」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/xss.md`\n标题：XSS\n章节：XS... | {
"category": "web",
"chars": 654,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "DOM XSS",
"heading_path": [
"XSS",
"XSS 简介",
"DOM XSS"
],
"original_id": "docs-bc52e5663e049f1ed1f4",
"original_line": 1618,
"original_split": "train",
"recor... | docs_distilled_v1 | web/xss.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-bb6cb7abae72fba1c7a7 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「SVN 泄露」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP... | {
"category": "web",
"chars": 214,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "SVN 泄露",
"heading_path": [
"PHP 代码审计",
"寻找源代码备份",
"SVN 泄露"
],
"original_id": "docs-458049a4ef906b12cd4f",
"original_line": 1641,
"original_split": "train",
"r... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-bed8a2d78b3d010d5a25 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「IPS」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduction.md`\... | {
"category": "web",
"chars": 223,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "IPS",
"heading_path": [
"Web 简介",
"IPS"
],
"original_id": "docs-284e9cd7775e275d5052",
"original_line": 1597,
"original_split": "train",
"record_type": "doc_secti... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-c13d4a34129918b09fca | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「IDS」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduction.md`\... | {
"category": "web",
"chars": 223,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "IDS",
"heading_path": [
"Web 简介",
"IDS"
],
"original_id": "docs-7fd171b4ee44fb0d6f18",
"original_line": 1596,
"original_split": "train",
"record_type": "doc_secti... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-c6d1a47743a1347909b7 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/xss.md` 中的章节「Cookies 窃取」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/xss.md`\n标题：XSS\n章节... | {
"category": "web",
"chars": 769,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "Cookies 窃取",
"heading_path": [
"XSS",
"XSS 利用方式",
"Cookies 窃取"
],
"original_id": "docs-5df0f3ca3b9faf259029",
"original_line": 1619,
"original_split": "train",
... | docs_distilled_v1 | web/xss.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-cff49d90ccacd9fb3b76 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「CSRF 跨站请求伪造」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduct... | {
"category": "web",
"chars": 204,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "CSRF 跨站请求伪造",
"heading_path": [
"Web 简介",
"CSRF 跨站请求伪造"
],
"original_id": "docs-af1388d6897848b74244",
"original_line": 1589,
"original_split": "train",
"record_t... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-d49c2fe400cc1a624d6f | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「.DS_Store 文件泄露」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`... | {
"category": "web",
"chars": 1621,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": ".DS_Store 文件泄露",
"heading_path": [
"PHP 代码审计",
"寻找源代码备份",
".DS_Store 文件泄露"
],
"original_id": "docs-4236af21689211886444",
"original_line": 1640,
"original_spli... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-d4ebb5d3c198a84be3a7 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「参考资料」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章节：... | {
"category": "web",
"chars": 302,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "参考资料",
"heading_path": [
"SQL 注入",
"参考资料"
],
"original_id": "docs-844da58f045c57cebadb",
"original_line": 1609,
"original_split": "train",
"record_type": "doc_sec... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-d6a2a6361c3331a986fd | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/ssrf.md` 中的章节「利用 SSRF 进行端口扫描」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/ssrf.md`\n标题：S... | {
"category": "web",
"chars": 1059,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 24,
"ctf_task_type": "web",
"heading": "利用 SSRF 进行端口扫描",
"heading_path": [
"SSRF",
"利用 SSRF 进行端口扫描"
],
"original_id": "docs-eb5fb9f16e6604672ae6",
"original_line": 1613,
"original_split": "train",
"rec... | docs_distilled_v1 | web/ssrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-d8059dbed21d837eebee | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/csrf.md` 中的章节「HTML CSRF」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/csrf.md`\n标题：CSRF\n... | {
"category": "web",
"chars": 823,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "HTML CSRF",
"heading_path": [
"CSRF",
"CSRF 类型",
"HTML CSRF"
],
"original_id": "docs-f52a6db5f936ceac0d63",
"original_line": 1585,
"original_split": "train",
... | docs_distilled_v1 | web/csrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-e51982cc5da2fd7a08a4 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/ssrf.md` 中的章节「SSRF 简介」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/ssrf.md`\n标题：SSRF\n章节... | {
"category": "web",
"chars": 356,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 22,
"ctf_task_type": "web",
"heading": "SSRF 简介",
"heading_path": [
"SSRF",
"SSRF 简介"
],
"original_id": "docs-ba308ab855ec24c61fee",
"original_line": 1610,
"original_split": "train",
"record_type": "doc... | docs_distilled_v1 | web/ssrf.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-e6333ad881aecc90cbaf | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「内置函数的参数的松散性」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标... | {
"category": "web",
"chars": 1571,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "内置函数的参数的松散性",
"heading_path": [
"PHP 代码审计",
"PHP 特性",
"内置函数的参数的松散性"
],
"original_id": "docs-8d583681932404d2c546",
"original_line": 1638,
"original_split": "tr... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-e8b71fb351a9bfac3594 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「VPS 虚拟专用服务器」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduct... | {
"category": "web",
"chars": 437,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "VPS 虚拟专用服务器",
"heading_path": [
"Web 简介",
"VPS 虚拟专用服务器"
],
"original_id": "docs-9529c9f8db6233f16d1d",
"original_line": 1591,
"original_split": "train",
"record_t... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-ee3b93ecb408f067f330 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「根据列名查询所在的表」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注... | {
"category": "web",
"chars": 221,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "根据列名查询所在的表",
"heading_path": [
"SQL 注入",
"注入语句备忘",
"根据列名查询所在的表"
],
"original_id": "docs-ca686b84eab77e9db1ef",
"original_line": 1604,
"original_split": "train",... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-ee669458d24948646139 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「常用工具」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章节：... | {
"category": "web",
"chars": 211,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "常用工具",
"heading_path": [
"SQL 注入",
"常用工具"
],
"original_id": "docs-26354341832480441c71",
"original_line": 1599,
"original_split": "train",
"record_type": "doc_sec... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-f15a37446dcaffae9426 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/php/php.md` 中的章节「类型转换」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/php/php.md`\n标题：PHP 代... | {
"category": "web",
"chars": 517,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "类型转换",
"heading_path": [
"PHP 代码审计",
"PHP 特性",
"类型转换"
],
"original_id": "docs-794994494597508836f2",
"original_line": 1637,
"original_split": "train",
"record... | docs_distilled_v1 | web/php/php.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-f77d62e3f6db09628d55 | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/introduction.md` 中的章节「Web 简介」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/introduction.m... | {
"category": "web",
"chars": 362,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 28,
"ctf_task_type": "web",
"heading": "Web 简介",
"heading_path": [
"Web 简介"
],
"original_id": "docs-b26c0e69a7ead6c16102",
"original_line": 1588,
"original_split": "train",
"record_type": "doc_section_disti... | docs_distilled_v1 | web/introduction.md | train | ctf_lora_sft |
web | web | ctf-dataset | ctf-lora-fd1d6e8231231b5ca60a | [
{
"content": "你是网络安全、AI 安全与软件安全文档蒸馏助手。回答必须基于给定本地文档，保留来源路径、章节层级、术语、命令/API 和验证边界；不要编造文档中没有出现的事实。",
"role": "system"
},
{
"content": "将 `docs/web/sqli.md` 中的章节「后台万能密码」蒸馏为可用于训练安全模型的结构化知识。请输出来源、主题分类、核心知识点、关键术语、代码/命令线索和训练边界。",
"role": "user"
},
{
"content": "来源：`docs/web/sqli.md`\n标题：SQL 注入\n章... | {
"category": "web",
"chars": 189,
"chunk_count": 1,
"chunk_index": 0,
"ctf_score": 20,
"ctf_task_type": "web",
"heading": "后台万能密码",
"heading_path": [
"SQL 注入",
"后台万能密码"
],
"original_id": "docs-4d2e228dcb18e2ec7fda",
"original_line": 1601,
"original_split": "train",
"record_type": "doc... | docs_distilled_v1 | web/sqli.md | train | ctf_lora_sft |
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