01
Grounded in real attack patterns
Every lab and writeup maps to documented attacker behavior — drawn from CVE analyses, incident reconstructions, and field engagements. Nothing invented.
Platform Overview
One research environment.
Many cross-linked modules.
BlackShield Core is built as a modular research environment. Each module is a standalone surface - a lab, a tool, a writeup, an investigation - but every piece links into the others, so the depth compounds as you move through it.
Platform Modules
Ten modules.
Each one feeds the others.
Labs feed blog posts. Research feeds tools. Case studies loop back into labs. Every module is cross-linked and built to compound over time.
Available
Labs
Cyber Range
Hands-on offensive scenarios across web, auth, cloud, and AI surfaces — mapped to real CVEs and attacker TTPs.
Open module
Build Stage
Adversarial ML
AI Red Teaming
LLM jailbreak taxonomy, indirect-injection harness, prompt injection chains, and classifier evaluation frameworks.
Open module
Build Stage
Telemetry
Threat Dashboard
Live CVE feed with severity routing, infrastructure actor mapping, and HackTheBox metrics integration.
Open module
Available
Utilities
Security Tools
JWT decoding, hash identification, log parsing, and entropy scoring — lightweight and browser-native.
Open module
Available
Writing
Technical Blog
Practitioner-level deep-dives: how real attacks work, how detection rules break, how defenders should think.
Open module
Available
Analysis
Research Notes
Structured analyses, architecture reviews, and methodology writeups — more depth than a blog post.
Open module
Available
Reconstructions
Case Studies
Documented incident patterns: full attack chain, dwell time, detection gaps, and defender takeaways.
Open module
Available
Community
Talks & Demos
Conference talks paired with slides, live demo repos, and written writeups from BSides to Black Hat.
Open module
Available
Intelligence
OSINT Tool Directory
Curated directory of open-source intelligence tools: threat intel, DNS recon, breach lookups, vulnerability databases, and infrastructure mapping.
Open module
Available
Architecture
Home Lab
Self-hosted SIEM, EDR, and AD topology for safe offensive practice, detection tuning, and purple-team work.
Open module
How this is built
Practical, documented, and reproducible.
Three principles that shape every piece of content on this platform.
02
Defender and attacker lenses, together
Offensive techniques ship alongside the detection engineering required to catch them. Sigma rules, telemetry maps, and evaluation criteria live next to every exploit walkthrough.
03
Honest about stage
Modules are labeled Available, Build Stage, or Planned. Nothing is promised before it's shipped, and stage labels stay accurate as work progresses.