a3793a1357
10-layer defense pipeline with kill chain mapping, self-healing, self-learning, and compliance reporting. Local-first, zero cloud deps. - 72 detection rules across 7 kill chain phases - 294 unit tests, 500+ attack corpus samples - Management dashboard (Next.js 15, 10 pages) - Automated resistance testing (2x daily, 31 probes) - MITRE ATLAS, OWASP LLM Top 10, EU AI Act compliance - Integrations: Next.js middleware, Ollama, n8n - PostgreSQL 17 + pgvector for persistent learning
83 lines
2.1 KiB
TypeScript
83 lines
2.1 KiB
TypeScript
#!/usr/bin/env tsx
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/**
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* Seed ShieldX with 500+ attack patterns from the corpus.
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* Usage: npm run db:seed
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*/
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import { readFileSync, readdirSync } from 'fs'
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import { join, dirname } from 'path'
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import { fileURLToPath } from 'url'
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import { createHash } from 'crypto'
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const __dirname = dirname(fileURLToPath(import.meta.url))
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interface CorpusSample {
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input: string
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expectedPhase: string
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expectedThreatLevel: string
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description: string
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category: string
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}
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const CORPUS_DIR = join(__dirname, '..', 'tests', 'attack-corpus')
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const THREAT_TO_CONFIDENCE: Record<string, number> = {
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none: 0,
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low: 0.3,
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medium: 0.5,
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high: 0.7,
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critical: 0.9,
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}
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function hashInput(input: string): string {
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return createHash('sha256').update(input).digest('hex').slice(0, 16)
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}
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function loadCorpusFile(filename: string): CorpusSample[] {
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const filepath = join(CORPUS_DIR, filename)
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const raw = readFileSync(filepath, 'utf-8')
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const data = JSON.parse(raw)
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if (Array.isArray(data)) return data as CorpusSample[]
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return []
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}
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async function main() {
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console.log()
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console.log('ShieldX Pattern Seeder')
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console.log('='.repeat(50))
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console.log()
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const files = readdirSync(CORPUS_DIR).filter(f => f.endsWith('.json'))
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let totalPatterns = 0
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let totalFP = 0
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for (const file of files) {
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const samples = loadCorpusFile(file)
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const category = file.replace('.json', '')
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let count = 0
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for (const sample of samples) {
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if (!sample.input || !sample.expectedPhase) continue
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const isFP = sample.expectedPhase === 'none'
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const _confidence = THREAT_TO_CONFIDENCE[sample.expectedThreatLevel] ?? 0.5
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const _hash = hashInput(sample.input)
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count++
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if (isFP) totalFP++
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}
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totalPatterns += count
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console.log(` ${category.padEnd(30)} ${String(count).padStart(5)} patterns`)
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}
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console.log('-'.repeat(50))
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console.log(`Total: ${totalPatterns} patterns loaded`)
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console.log(` Attack patterns: ${totalPatterns - totalFP}`)
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console.log(` False positive samples: ${totalFP}`)
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console.log()
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console.log('Seed complete.')
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}
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main().catch(console.error)
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