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  3. GHOST
kenilhimmatbhai.vaghasiyaabout 1 month agoBuilderJudging locked: Event build

GHOST

GHOST is a defensive security proof engine: six autonomous red-team agents attack a sandboxed app while ClickHouse scores every event as detected or missed in real time, so security teams can prove their detection actually works.

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Project description
GHOST proves your detection works instead of assuming it does. What we built: six red-team agents (recon, network scan, injection, auth bypass, DoS/resilience, business-logic abuse) run against TowerBank, a deliberately vulnerable sandbox app we built and own. Every action becomes a structured event. ClickHouse scores each event with windowed detection queries, labels it detected or missed, and streams live coverage % and mean-time-to-detect to a 3D siege view: shields flash when an attack is caught, and the tower takes damage when one slips through. How it works: every event travels two lanes at once. The visual lane (agent, coordinator, WebSocket) never waits on the database. The analytics lane (same event, ClickHouse, verdict) feeds the live stats. A volume replayer preloads millions of historical events so the numbers hold at scale. Guild.ai: the six agents are built with the Guild Agent SDK, published to Guild, and started as Guild sessions through the Guild API. Each returns a typed event stream that a forwarder posts to the coordinator. ClickHouse: detection verdicts, coverage and latency are analytical queries over the event table. LibreChat on top lets you ask "which attacks slipped through in the last run?" in plain English. Semgrep: we scanned our AI-generated target code and wrote up the most interesting finding.
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Tools used
  • Guild.ai logoGuild.ai

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kenilhimmatbhai.vaghasiya

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  • LibreChat logoLibreChat
  • ClickHouse logoClickHouse

    Event resource · ClickHouse docs

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  • Semgrep logoSemgrep

    Event resource · Claude Code installation instructions

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