{
 "schema_version": 1,
 "generated": "2026-10-24",
 "repo": "TaroYamada08/Hacker",
 "name": "Hacker",
 "owner": "TaroYamada08",
 "slug": "taroyamada08-hacker",
 "github": "https://github.com/TaroYamada08/Hacker",
 "what": "A large Jupyter Notebook based collection of cybersecurity references, scripts, labs, and training material organized by domain, AI security, certifications, and lab building.",
 "why": "110 stars, launched 70 days ago",
 "language": "Jupyter Notebook",
 "requirements": [
  "A web browser to open the GitHub repository",
  "Git, if you want a local copy of the files",
  "A clear learning goal, such as a domain, a certification, or an AI security topic",
  "Authorized environments only for any hands-on offensive security material"
 ],
 "audience_note": "Security learners, practitioners, and AI agents that need organized cybersecurity reference material and study paths.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Security and science",
 "url": "https://dedupedai.com/use-cases/taroyamada08-hacker/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "taroyamada08-hacker--map-security-domain-learning-path",
   "title": "Map a security learning path by domain",
   "best": true,
   "url": "https://dedupedai.com/use-cases/taroyamada08-hacker/map-security-domain-learning-path/",
   "json": "https://dedupedai.com/use-cases/u/taroyamada08-hacker/map-security-domain-learning-path.json"
  },
  {
   "id": "taroyamada08-hacker--build-ai-security-reading-list",
   "title": "Build an AI security reading list from the ai folder",
   "best": false,
   "url": "https://dedupedai.com/use-cases/taroyamada08-hacker/build-ai-security-reading-list/",
   "json": "https://dedupedai.com/use-cases/u/taroyamada08-hacker/build-ai-security-reading-list.json"
  },
  {
   "id": "taroyamada08-hacker--collect-certification-prep-material",
   "title": "Collect certification prep material in one place",
   "best": false,
   "url": "https://dedupedai.com/use-cases/taroyamada08-hacker/collect-certification-prep-material/",
   "json": "https://dedupedai.com/use-cases/u/taroyamada08-hacker/collect-certification-prep-material.json"
  },
  {
   "id": "taroyamada08-hacker--plan-personal-cyber-range",
   "title": "Plan a personal cyber range from the lab section",
   "best": false,
   "url": "https://dedupedai.com/use-cases/taroyamada08-hacker/plan-personal-cyber-range/",
   "json": "https://dedupedai.com/use-cases/u/taroyamada08-hacker/plan-personal-cyber-range.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}