Threat Hunting

zhaoxuya520/reverse-skill/skills/threat-hunting

by zhaoxuya520cab634bd855fNo license40K starsListed Oct 9, 2026Updated Oct 9, 2026Repository updated 2 weeks ago

Use for blue-team threat hunting, detection engineering with Sigma/YARA, SIEM query design, and incident detection validation.

Instructions onlySecurity
AI-generated overview

Guides blue-team threat hunting and detection engineering with hypotheses, SIEM queries, Sigma/YARA rules and validation.

What it does
This skill provides a hypothesis-driven threat hunting workflow: define a hypothesis, select data sources, run and stack SIEM queries, then convert findings into detection rules. It covers Sigma and YARA detection engineering, alert tuning and false-positive analysis, and detection validation using atomic tests or historical log replay. It produces hunting hypotheses, query logic, detection rules with false-positive notes and data-source mappings, and response playbook links.
When to use it
Use it for blue-team threat hunting, detection engineering, SIEM query design and validating whether existing detections fire. It also fits alert tuning and false-positive analysis, and handoffs from malware analysis or digital forensics into detection.
Requirements
Instructions only, no scripts. It assumes authorized access to a SIEM and endpoint data such as EDR exports, plus tools like Sigma CLI/sigmac, YARA, osquery and, for validation, Atomic Red Team in an authorized lab. It references a bundled hunting-loop document and sibling malware-analysis and digital-forensics material.

Threat Hunting & Detection Engineering

ACTION REQUIRED(读完后立刻执行)

  1. NOW: 确认蓝队/狩猎授权与数据源范围(SIEM、EDR 导出)
  2. NOW: 明确假说(hypothesis)再查数,避免无脑刷告警
  3. NEXT: 工具与数据接入方式
  4. ACT: 假说 → 查询 → 验证 → 规则化

适用场景

  • 威胁狩猎(hypothesis-driven)
  • Sigma / YARA 检测工程
  • 告警调优、误报分析
  • 与 malware-analysis/:样本侧 IOC → 本 skill 落地检测
  • 与 digital-forensics/:案件伪影 → 横向狩猎

工作流

1. 建假说

text
例:攻击者用 living-off-the-land 做横向→ 数据源:Sysmon 1/3/10、Windows Security 4624/4648→ 成功标准:发现异常父进程或罕见账户日志源

2. 查询与堆叠

text
□ 基线:正常管理员行为时段与主机□ 异常:新服务、编码 PowerShell、异常出站□ 关联:同账号多主机短时登录

3. 规则化

yaml
# Sigma 骨架见 malware-analysis;本 skill 强调:# - 误报面# - 数据源字段映射# - 响应 playbook 链接

4. 验证

text
□ 原子测试(Atomic Red Team)仅在授权实验室□ 回放历史日志验证召回

工具链

工具用途
Sigma CLI / sigmac规则转换
YARA文件/内存
SIEM(ELK/Splunk 等)查询
osquery端点狩猎
Atomic Red Team检测验证(实验室)

参考

  • references/hunting-loop.md
  • ../malware-analysis/references/yara-sigma-rules.md
  • ../digital-forensics/

路由上下文

上游: MASTER R27
下游: 确认入侵 → forensics;恶意样本 → malware-analysis
MUST NOT: 在无授权生产环境跑攻击模拟

任务完成自检

  • 是否有明确假说与结论?
  • 规则是否注明误报与数据源?
  • Checklist?

Source and attribution

Source:zhaoxuya520/reverse-skillinskills/threat-huntingat commitcab634b

License: No license

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