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
19 lines
802 B
TypeScript
19 lines
802 B
TypeScript
/**
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* @module @shieldx/core/learning
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* Self-evolution engine — pattern storage, feedback processing,
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* drift detection, attack graph, red team, active learning,
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* federated sync, and conversation learning.
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*/
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export { PatternStore } from './PatternStore.js'
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export { EmbeddingStore } from './EmbeddingStore.js'
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export { FeedbackProcessor } from './FeedbackProcessor.js'
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export { ThresholdAdaptor } from './ThresholdAdaptor.js'
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export { PatternEvolver } from './PatternEvolver.js'
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export { RedTeamEngine } from './RedTeamEngine.js'
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export { DriftDetector } from './DriftDetector.js'
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export { AttackGraph } from './AttackGraph.js'
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export { ActiveLearner } from './ActiveLearner.js'
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export { FederatedSync } from './FederatedSync.js'
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export { ConversationLearner } from './ConversationLearner.js'
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